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</o:shapelayout></xml><![endif]--></head><body lang=ZH-TW link="#0563C1" vlink="#954F72"><div class=WordSection1><p class=MsoNormal><span lang=EN-US>></span>因為<span lang=EN-US>AMODE</span>是<span lang=EN-US>date-duration</span>的問題，計算時的單位常常與問題不一致<span lang=EN-US><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Calibri",sans-serif;color:#1F497D'>Do you mean that the desired math-formula will include a unit which is inconsistent with that is asked in the question? Or, an incorrect answer is generated due to involving two quantities with unmatched units? If it is the latter case, maybe we can add a checking-procedure to filter out those unmatched candidates. Could you please give an example with more details? Thanks.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Calibri",sans-serif;color:#1F497D'>KY<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif'>From:</span></b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif'> </span><span style='font-size:11.0pt'>郭家銍</span><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif'> [mailto:jerrykuo7727@gmail.com] <br><b>Sent:</b> Wednesday, December 25, 2019 9:32 PM<br><b>To:</b> Most-ai Contest <Most-ai-contest@iis.sinica.edu.tw>; kysu <kysu@iis.sinica.edu.tw><br><b>Subject:</b> [Most-ai-contest] Ensemble analysis of date-duration questions<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p><div><p class=MsoNormal>蘇老師您好：<span lang=EN-US><o:p></o:p></span></p><div><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div><div><p class=MsoNormal>目前在<span lang=EN-US>date-duration</span>上實驗了用三個不同的模型作<span lang=EN-US>ensemble<o:p></o:p></span></p></div><div><p class=MsoNormal>對於<span lang=EN-US>AMODE</span>是<span lang=EN-US>date-duration</span>的問題，<span lang=EN-US>EM</span>會從<span lang=EN-US>42.0</span>下降到<span lang=EN-US>39.1<o:p></o:p></span></p></div><div><p class=MsoNormal>對於<span lang=EN-US>ATYPE</span>是<span lang=EN-US>date-duration</span>的<span lang=EN-US>single-span</span>問題，<span lang=EN-US>EM</span>則從<span lang=EN-US>57.0</span>上升到<span lang=EN-US>60.7<o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div><div><p class=MsoNormal>初步的分析，是因為<span lang=EN-US>ensemble</span>會讓模型預測的答案與問題更加吻合<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US>(e.g. question</span>問「幾年」，則<span lang=EN-US>ensemble</span>後的<span lang=EN-US>N-best</span>預測幾乎都是「<span lang=EN-US>XX</span>年」<span lang=EN-US>)<o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div><div><p class=MsoNormal>這對<span lang=EN-US>single-span</span>問題有正面效益，但對<span lang=EN-US>AMODE</span>是<span lang=EN-US>date-duration</span>時卻有害<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal>因為<span lang=EN-US>AMODE</span>是<span lang=EN-US>date-duration</span>的問題，計算時的單位常常與問題不一致<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal>以問題問「幾年？」的例子來說，可能出現以下的計算形式：<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US>1037</span>年<span lang=EN-US> + 20</span>歲<span lang=EN-US> = 1057</span>年<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US>24</span>歲<span lang=EN-US> - 18</span>歲<span lang=EN-US> = 6</span>年<span lang=EN-US><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div><div><p class=MsoNormal><span lang=EN-US>Respectfully yours,<o:p></o:p></span></p></div><div><p class=MsoNormal>郭家銍<span lang=EN-US><o:p></o:p></span></p></div></div></div></body></html>