8 About ACL2018 ACL 会場 Melbourne Zoo Melbourne Univ. Melbourne Museum Brighton Beach Flinders Street St. Eureka Skydeck 88 Sea Life St. Kilda Beach State Library of Victoria Melbourne Gaol Uluru Great Ocean Road 期間 ▪ 7/15 Sun : Tutorial ▪ 7/16 Mon - 18 Wed : Main Conference ▪ 7/19 Thu - 20 Fri : Workshop 開催場所 ▪ Melbourne Convention and Exhibition Centre
Best Papers Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions 34
Best Papers SQuAD はスタン フォード大学が作り 出した質問応答の データセット。この 論文はその version 2 で、v1 でできなかっ た「分からない」こ とにも対処できるよ うに改善したもの。 35 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Best Papers RGB 値と比較となる ような単語(「より 明るく」、「もっと 暗く」など)を与え ることで、RGB の色 空間内で比較を行 い、単語の意味に即 した色を返してくれ る 36 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Best Papers 情報が不足している 質問に対して、不足 している情報を補え るような適切な質問 を行えているかを測 る Clarification Question Ranking と いう新たなタスクを 定義し、そのための データセット・モデ ルを提案 37 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Best Papers 人が文を聞く時に脳 内で理解しようとす る時に出る脳波の振 幅は RNNG+Beam search による文生成 の複雑さの指標と相 関関係があるという 調査結果を示す論文 38 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Best Papers “again” などといった adverbial presupposition triggers (日本語では副詞の ”前 提条件” って意味らし い) の検出を試みた言 語哲学系の論文 39 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Best Papers 新しいタスクの定義、 言語学・人の認知・ マルチモーダル、 データセット作成と いった精度向上に限ら ず他分野とのクロスや 言語資源の拡充、新し いアイデアが評価され た印象 40 Best Long Papers ▪ Finding syntax in human encephalography with beam search ▪ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ▪ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Best Short Papers ▪ Know What You Don’t Know: Unanswerable Questions for SQuAD ▪ ‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions
Oral Presentations (1/2) 45 ▼ Sort by # of Attendees w/ Best Paper Session ▼ Sort by # of Attendees w/o Best Paper Session ベストペーパーセッションはシングルトラック なので参加者が非常に多い ベストペーパーを除くと開催前から話題に なっていた論文が上位に来ていた