<html><body><div style="font-family: arial, helvetica, sans-serif; font-size: 12pt; color: #000000"><div>Dear all,</div><div><br data-mce-bogus="1"></div><div> <!--StartFragment--><span style="color: #000000; font-family: arial, helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;" data-mce-style="color: #000000; font-family: arial, helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;">Enclosed please find the last performance of the last integrated system for your analysis.</span><!--EndFragment--><div style="clear: both;" data-mce-style="clear: both;"><br data-mce-bogus="1"></div><div style="clear: both;" data-mce-style="clear: both;">The last MSPE_v3.py (12/25/2019 15:12) outputs the same data as listed in Lou's email <!--StartFragment--><span style="color: #000000; font-family: arial, helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;" data-mce-style="color: #000000; font-family: arial, helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;">(<span> </span></span><span data-mce-style="color: #333333; font-family: 'Helvetica Neue', Helvetica, Arial, 'Liberation Sans', sans-serif; font-size: 12px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: -webkit-right; text-indent: 0px; text-transform: none; white-space: nowrap; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;" style="font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial; color: rgb(51, 51, 51); font-family: "Helvetica Neue", Helvetica, Arial, "Liberation Sans", sans-serif; font-size: 12px; text-align: -webkit-right; white-space: nowrap; background-color: rgb(255, 255, 255); float: none; display: inline !important;">December 25, 2019 2:49 PM)</span></div><div style="clear: both;" data-mce-style="clear: both;"><br data-mce-bogus="1"></div><div style="clear: both;" data-mce-style="clear: both;"><div style="clear: both;" data-mce-style="clear: both;">week_1</div><div style="clear: both;" data-mce-style="clear: both;">total: 50, correct: 23, accuracy: 0.46</div><div style="clear: both;" data-mce-style="clear: both;"><br></div><div style="clear: both;" data-mce-style="clear: both;">week_2</div><div style="clear: both;" data-mce-style="clear: both;">total: 50, correct: 23, accuracy: 0.46</div><div style="clear: both;" data-mce-style="clear: both;"><br></div><div style="clear: both;" data-mce-style="clear: both;">week_3</div><div style="clear: both;" data-mce-style="clear: both;">total: 50, correct: 21, accuracy: 0.42</div></div><div style="clear: both;" data-mce-style="clear: both;"><br data-mce-bogus="1"></div><div style="clear: both;" data-mce-style="clear: both;">Please note that the issue of <span style="white-space: pre-wrap;">D046Q01 is solved</span><!--EndFragment--></div><div style="clear: both;" data-mce-style="clear: both;"> <!--StartFragment--><pre style="color: #000000; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial; overflow-wrap: break-word; white-space: pre-wrap;" data-mce-style="color: #000000; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial; overflow-wrap: break-word; white-space: pre-wrap;">data_number: D046Q01
Question 「悬浮微粒特征对民众健康影响之研究」测试了哪六大通勤方式?
Prediction: 捷运、公车、汽车、机车、步行、脚踏车
Answer: 捷运、公车、汽车、机车、步行及脚踏车<br><br>jjfan</pre><!--EndFragment--> </div><div style="clear: both;" data-mce-style="clear: both;"><span style="color: #333333; font-family: 'Helvetica Neue', Helvetica, Arial, 'Liberation Sans', sans-serif; font-size: 12px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: -webkit-right; text-indent: 0px; text-transform: none; white-space: nowrap; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;" data-mce-style="color: #333333; font-family: 'Helvetica Neue', Helvetica, Arial, 'Liberation Sans', sans-serif; font-size: 12px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: -webkit-right; text-indent: 0px; text-transform: none; white-space: nowrap; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: #ffffff; text-decoration-style: initial; text-decoration-color: initial; display: inline !important; float: none;"><br data-mce-bogus="1"></span></div><div style="clear: both;" data-mce-style="clear: both;"><br></div></div><div><br data-mce-bogus="1"></div><div><br></div><hr id="zwchr" data-marker="__DIVIDER__"><div data-marker="__HEADERS__"><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Wednesday, December 25, 2019 11:23:09 AM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><div><br></div><div data-marker="__QUOTED_TEXT__"><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed please find the last performance of the last integrated system for your analysis.</div><br><div><div>'bestBERTFGC10_full_em.pth'</div><div>'FGCBERT_Chinese'</div><div>'hotpot_mix_fgc'</div><div>MSPE_v3</div><div>FGC Server</div><br><div>week_1</div><div>total: 50, correct: 22, accuracy: 0.44</div><br><div>week_2</div><div>total: 50, correct: 23, accuracy: 0.46</div><br><div>week_3</div><div>total: 50, correct: 20, accuracy: 0.4</div><br><div>Best,</div><div>jjfan</div></div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Tuesday, December 24, 2019 10:30:19 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>There are three performances of three different model parameters combination.</div><br><div>2019.12.24.2201:</div><div><div>'bestBERTFGC3_full_em.pth'</div><div>'FGCBERT_Chinese'</div><div>'hotpot_mix_fgc'</div><div>FGC server</div><br><div><div>week_1</div><div>total: 50, correct: 21, accuracy: 0.42</div><div>week_2</div><div>total: 50, correct: 23, accuracy: 0.46</div><div>week_3</div><div>total: 50, correct: 17, accuracy: 0.34</div><br><div>2019.12.24.2208</div><div><div>'bestBERTFGC6_full_em.pth'</div><div>'FGCBERT_Chinese'</div><div>'hotpot_mix_fgc'</div><div>FGC server</div><br><div>week_1</div><div>total: 50, correct: 19, accuracy: 0.38</div><div>week_2</div><div>total: 50, correct: 21, accuracy: 0.42</div><div>week_3</div><div>total: 50, correct: 19, accuracy: 0.38</div><br><div>2019.12.24.2210</div><div><div>'bestBERTFGC8_3_full_em.pth'</div><div>'FGCBERT_Chinese'</div><div>'hotpot_mix_fgc'</div><div>FGC server</div><br><div>week_1</div><div>total: 50, correct: 19, accuracy: 0.38</div><div>week_2</div><div>total: 50, correct: 21, accuracy: 0.42</div><div>week_3</div><div>total: 50, correct: 18, accuracy: 0.36</div></div></div><br></div></div><div>You could find that the test ' <span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">2019.12.24.2201' seems the best performance.</span></div><div><span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">Please all you help to conduct error analysis to see if the performance is miss-matched with your own module test.</span></div><div><span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><br></span></div><div><span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">Thanks.</span></div><div><span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><br></span></div><div><span style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">jjfan</span></div><br><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Tuesday, December 24, 2019 10:34:44 AM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed please find the last performance on 3 weeks.</div><br><div>with 'hotpot_mix_fgc' model in single-span-multi-hop module & 'bestBERTFGC6_full_em.pth' in single-span-extraction module</div><br><div><div>week_1</div><div>total: 50, correct: 18, accuracy: 0.36</div><div>week_2</div><div>total: 50, correct: 18, accuracy: 0.36</div><div>week_3</div><div>total: 50, correct: 18, accuracy: 0.36</div><br><div>Best,</div><div>jjfan</div><br></div><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Monday, December 23, 2019 7:38:40 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>After Smolka's refinement of her kinship module, the last performance of 3 weeks as follows for your reference</div><br><div><div>week_1</div><div>total: 50, correct: 17, accuracy: 0.34</div><div>week_2</div><div>total: 50, correct: 18, accuracy: 0.36</div><div>week_3</div><div>total: 50, correct: 15, accuracy: 0.3</div><br><div>Best,</div><div>jjfan</div></div><br><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Monday, December 23, 2019 1:16:56 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed please find the week_1 ~ week_3 performance based on annotated answers.</div><br><div><div>week_1</div><div>total: 50, correct: 17, accuracy: 0.34</div><div>week_2</div><div>total: 50, correct: 18, accuracy: 0.36</div><div>week_3</div><div>total: 50, correct: 14, accuracy: 0.28</div><br><div>jjfan</div><br></div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Sunday, December 22, 2019 4:48:39 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>You can first check the performance of week_1 (question_1_result.json), since it has only 8 questions not in FGC_release_dataset in question_1 (there are total 50 questions). </div><br><div>the performance will be 18/50 = 0.36, 18/42 = 0.43 (ignore 8 questions without given correct answers)</div><br><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Sunday, December 22, 2019 2:43:57 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed find the performance of FGC past three weeks testing result. </div><br><div>week_1: 0.28, week_2: ? week_3: 0.28</div><br><div>Please check your modue's performance. Also note that the most of the questions in week_2 and week_3 are not in FGC_release_dataset.</div><br><div>The correct answer of week_3 are as follows</div><div><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">D014Q02, <span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none">D040Q03, D042Q04, D064Q04, D072Q06, D087Q07, D116Q06, D238Q04, D242Q06, D244Q04, D247Q02, D247Q05</span></span></span></span></span></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span></span><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><span style="color:#333333;font-family:'microsoft jhenghei' , 'source sans pro' , 'helvetica neue' , 'helvetica' , 'arial' , sans-serif;font-size:14px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#f9f9f9;display:!important;float:none"></span></span></span><br><div>Please conduct error analysis and try some possible improvements</div></div><br><div>Best,</div><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Thursday, December 19, 2019 9:58:38 AM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">Dear all,</div><br style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">Enclosed please find train/dev/test dataset (1.5) performance using </div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">1. <span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">廖沛俊 bestBERTFGC_full_em Bert Model</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">2. Dr. Chang aggregrator</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">3. Dr. Chang single-span-multi-hops enable</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">4. <span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">Smolka kinship_module4</span></span></span><br></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none"><br></span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">train: 0.65, dev: 0.55, test: 0.53</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none"><br></span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">Best,</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">jjfan</span></div><br></div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Wednesday, December 18, 2019 3:56:18 PM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div> <div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">Dear all,</div><br style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">Enclosed please find train/dev/test dataset (1.5) performance using </div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff">1. <span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">廖沛俊 bestBERTFGC_full_em Bert Model</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">2. Dr. Chang aggregrator</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">3. Dr. Change single-span-multi-hops enable</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none"><br></span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">train: 0.65, dev: 0.55, test: 0.52</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none"><br></span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">Best,</span></div><div style="color:#000000;font-family:'arial' , 'helvetica' , sans-serif;font-size:16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff"><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;float:none">jjfan</span></div><br></div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Wednesday, December 18, 2019 11:30:36 AM<br><b>Subject: </b>Re: [Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed please find train/dev/test dataset (1.5) performance using </div><div>1. <span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">廖沛俊 bestBERTFGC_full_em Bert Model</span></div><div><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">2. Dr. Chang aggregrator</span></div><div><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none"><br></span></div><div><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">Best,</span></div><div><span style="color:#333333;font-family:monospace;font-size:14.16px;font-style:normal;font-weight:400;letter-spacing:normal;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#ffffff;display:!important;float:none">jjfan</span></div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Saturday, December 14, 2019 4:47:37 PM<br><b>Subject: </b>[Most-ai-contest] The performance of the current integrated system on the dataset ver. 1.5<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Enclosed please find the performance of our current integrated system on train / dev dataset.</div><div>Please refer to the AMODE fields in each question for each module's performance.</div><br><div>Hope this can help the error analysis of each module and please share your finding in the next week's meeting.</div><br><div>I am still waiting for 'multi-spans-extraction' & 'supporting evidence' modules to integrate. Please anyone has improved version just send to me. </div><br><div>Best,</div><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Monday, November 25, 2019 9:39:07 AM<br><b>Subject: </b>Re: [Most-ai-contest] It's time to start system integration<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,</div><br><div>Please don't forget give me a readme.txt or I really don't know what is inside.</div><div>Suggest readme.txt contains at least</div><br><div>1. Brief API description / document, function list at minimum</div><div>2. System requirements </div><br><div>Thanks.</div><br><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Monday, November 25, 2019 9:18:05 AM<br><b>Subject: </b>[Most-ai-contest] It's time to start system integration<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all, </div><br><div>Good Morning!</div><br><div>It's time to start integration of the system. Please all module owners send me your Python Code. Thanks.</div><br><div>Best,</div><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Thursday, November 14, 2019 8:58:50 AM<br><b>Subject: </b>Re: [Most-ai-contest] 科技大擂台討論會(Today, 12:30-15:00)<br></div><br><div><div style="font-family:'arial' , 'helvetica' , sans-serif;font-size:12pt;color:#000000"><div>Dear all,<br><br>Note the following action items should be finished today.<br><br>3. FGC_Questions_S7.json son 包含系統進行答題的過程中, 各個 module 預計輸出. <br> 今日會議上討論要修改的部分, 請各位 module owner 儘快提出各自修改的部分給我, 一起整理完後再寄送給大家 (10/14 以前完成)<br>4. 提供個自 module 所需的 Python library 及使用的 Python version. (10/14 以前完成)<br> 建議 pip list<br>7. 為了確保大家沒有誤會各自負責的 module function, 煩請簡單描述一下 (input, out, function) 為何. (10/14 以前完成)<br><br></div><div><span style="color:rgb( 255 , 102 , 0 )"><strong>Item 4. Please also list additional installations if pip is not enough, such as database, files, ...</strong></span></div><br><div>Best,</div><div>jjfan</div><br><hr id="zwchr"><div><b>From: </b>"范正忠" <jjfan@iis.sinica.edu.tw><br><b>To: </b>"Po-Fen Lin" <pofen@iis.sinica.edu.tw><br><b>Cc: </b>"Most-ai Contest" <Most-ai-contest@iis.sinica.edu.tw><br><b>Sent: </b>Tuesday, November 12, 2019 5:29:03 PM<br><b>Subject: </b>Re: [Most-ai-contest] 科技大擂台討論會(Today, 12:30-15:00)<br></div><br><div>Dear all,<br><br>謝謝大家的參與討論.<br><br>附上今天討論的內容.<br>1. schedule.ppt 包含每個參與者的 job items 及未來計畫進行 milestones<br>2. FGC_release_A_all.json 包含 answer type, answer mode, ... 的基礎的 annotation. 提供大家參考<br> 若發現 answer type 或 answer mode 有錯的地方, 請 email 通知我, 有我這邊統一修正, 在再寄送給大家更新版 (隨時)<br> 請廖沛俊儘快完成 answer keyword spans 的 annotation, 並將完成後的 json 檔案提供給我一起整理. (10/15 以前完成)<br>3. FGC_Questions_S7.json son 包含系統進行答題的過程中, 各個 module 預計輸出. <br> 今日會議上討論要修改的部分, 請各位 module owner 儘快提出各自修改的部分給我, 一起整理完後再寄送給大家 (10/14 以前完成)<br>4. 提供個自 module 所需的 Python library 及使用的 Python version. (10/14 以前完成)<br> 建議 pip list <br>5. 1007說明會簡報V9, 國網機器遠端連線操作說明: 請郭家鉦幫忙看一下如何處理"自動化介接"及"程式上傳/執行"<br>6. 附件二科技大擂台簡答題之答題規範, 科技大擂台簡答題之答題規範v2: 提供給謝尊安參考.<br>7. 為了確保大家沒有誤會各自負責的 module function, 煩請簡單描述一下 (input, out, function) 為何. (10/14 以前完成)<br><br>有任何問題, 請隨時讓我知道(email, line, skype, tel, ...). 我會一起來協助如何處理.<br>謝謝的家的幫忙!<br><br>Best,<br>jjfan<br><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest</div></div><br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div><br>_______________________________________________<br>Most-ai-contest mailing list<br>Most-ai-contest@iis.sinica.edu.tw<br>https://www.iis.sinica.edu.tw/mailman/listinfo/most-ai-contest<br></div></div></body></html>