FrontPage / SIG Semantics

About the SIG / 概要

意味解析(モダリティ解析や述語項構造解析など)や談話,その周辺に関する論文の紹介,議論,進捗報告を行う.

Special Interest Group on Semantics (SIG Semantics) discusses semantic analysis such as modality analysis and predicate-argument structure analysis. Typically, we read one paper and discuss research progress of one person at a time. The schedule is listed below.

2017 - 2015

Date
前期: Tuesday 14:40- 後期: Tuesday 16:20-
Members
乾,岡崎,松林,水本、佐々木,渡邉,稲田、栗原、鶴田、菊地,浅野
Keywords
述語項構造解析 (predicate-argument structure analysis / semantic role labeling),モダリティ解析 / 事実性解析 (modality analysis / factuality analysis), 数値情報 (numerical information),含意関係認識 / 文間関係認識 (recognizing textual entailment / semantic relation recognition), 時間関係認識 (temporal relation identification)

Schedule

進捗報告の人は、論文にまとめるためのプランを書く

  • アイデアレベルの人はざっくり
  • 手法提案まで進んだ人はある程度細かく

  • 7/28
    • 浅野(論文紹介)
      • How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs, Sennrich (EACL 2017)
      • 内部資料
    • 水本(進捗)
  • 7/21
    • 菊地(論文紹介)
      • Modelling metaphor with attribute-based semantics [Bulat+ 2017](EACL 2017)
      • Efficient, Compositional, Order-Sensitive n-gram Embeddings[Poliak+ 2017](EACL 2017)
      • 内部資料
    • 鶴田(進捗)内部資料
  • 7/14
    • 栗原(論文紹介)
      • Hannah Rashkin, Eric Bell, Yejin Choi, Svitlana Volkova. Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast. ACL 2017. paper 内部資料
      • 参考paper 内部資料
  • 7/7
    • IJCNLP締め切りのため休み
  • 6/23
    • 佐々木(論文紹介)
      • Dmitry Ustalov, Alexander Panchenko, and Chris Biemann. Automatic Induction of Synsets from a Graph of Synonyms. ACL 2017. paper 内部資料
    • 水本(論文紹介)
      • Keisuke Sakaguchi, Matt Post and Benjamin Van Durme. Error-repair Dependency Parsing for Ungrammatical Texts. ACL 2017. 内部資料
  • 6/9
    • 松林(進捗)
  • 6/2
    • 浅野(論文紹介)
      • Tal Linzen, Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies, TACL 2016 内部資料
  • 5/26
    • 渡邉(進捗)メロディと歌詞の相関に基づく自動歌詞生成 内部資料
  • 5/19
    • 水本(進捗)資料
    • 栗原(進捗)Twitter上での評判情報解析に向けてのデータセット作成 内部資料
  • 5/12
    • 松林(論文紹介)
      • Luheng He, Kenton Lee, Mike Lewis, and Luke Zettlemoyer (2017) Deep Semantic Role Labeling: WhatWorks and What’s Next. In ACL 2017.
      • 内部資料
    • 浅野(進捗)内部資料
  • 4/28
    • 渡邉(論文紹介)Affect-LM: A Neural Language Model for Customizable Affective Text Generation, Sayan Ghosh+, ACL 2017, 内部資料
  • 4/21
    • Kick-off: 研究会紹介 内部資料
    • 佐々木(進捗): 賛否分類へのこれまでの取り組みと、その先の世界への展望 内部資料
  • 3/3 (Fri) 13:00-
  • 2/24 (Fri) 13:00-
    • 鶴田 (論文紹介)
      • Elson, David K., and Kathleen McKeown. "Automatic Attribution of Quoted Speech in Literary Narrative." AAAI. 2010. 内部資料 paper
    • ディアナ (論文紹介)
      • The impact of simple feature engineering in multilingual medical NER., COLING 2016 内部資料 paper
  • 2/17 (Fri) 13:00-
    • 水本 (進捗論文紹介)
      • A Fluency Corpus and Benchmark for Grammatical Error Correction, Courtney Napoles et al., EACL 2017 arXiv data 内部資料
    • 小松
  • 2/10 (Fri) 13:00-
    • 栗原 (論文紹介)
      • Effective LSTMs for Target-Dependent Sentiment Classification, Duyu Tang et al., COLING 2016 paper 内部資料
    • 菊地 (論文紹介)
      • Metaphor Detection with Topic Transition, Emotion and Cognition in Context, Jang+, ACL2016 paper 内部資料
  • 2/3 (Fri) 13:00- 中止
  • 1/20 (Fri) 13:00-
    • 松田 (進捗) : 日本語 wikification ツールキット: jawikify 内部資料
    • 折田
  • 1/13 (Fri) 13:00-
    • 水本(論文紹介)
      • Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation, Mou+, COLING2016 paper 内部資料
    • 渡邉 (論文紹介)
      • Transfer Learning for Low-Resource Neural Machine Translation, Barret Zoph+, EMNLP2016 内部資料
  • 1/6 (Fri) 13:00-
  • 稲田(論文紹介)
    • K-SRL: Instance-based Learning for Semantic Role Labeling
    • Alan Akbik and Yunyao Li. COLING 2016. 論文 内部資料
  • 12/6 (Fri) 13:00-
  • 11/18 (Fri) 13:00-
    • 浅野(進捗)内部資料 ;
    • 佐々木(論文紹介)
      • Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models
      • Lingjia Deng and Janyce Wiebe. EMNLP 2015 paper
      • 内部資料
  • 11/11 (Fri) 13:00-
  • 11/4 (Fri) 13:00-
    • 松田(論文紹介)
      • Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities
      • Yi Yang, Ming-Wei Chang and Jacob Eisenstein. EMNLP 2016 paper 内部資料
  • 10/25 (Tue) 10/28 (Fri) 13:00-
  • 10/18 (Tue) 10/21 (Fri) 13:00-
    • 松林(論文紹介)
      • Neural Semantic Role Labeling with Dependency Path Embeddings 論文
      • Michael Roth and Mirella Lapata, ACL 2016 内部資料
    • 渡邉(進捗)
      • (1)歌詞生成のための音楽の構造解析 と (2)歌詞のストーリーモデル 内部資料
  • 10/4 (Tue) 16:20
    • 稲田(論文紹介)
      • Improving Hypernymy Detection with an Integrated Path-based and Distributional Method, ACL2016
      • paper, 内部資料
    • 中山(論文紹介) 内部資料 paper
      • Using Mention Accessibility to Improve Coreference Resolution
      • Kellie Webster, Joel Nothman
      • ACL 2016
  • 9/20 (Tue)
    • 松田(進捗)エンティティメンションの意味計算に 基づく知識の構造化 内部資料
  • 7/26 (Tue) 10:30
    • 松林(進捗)項の共有関係を考慮した項構造解析 内部資料
    • ディアナ(論文紹介)Clinical TempEval Overview 内部資料
  • 7/19 (Tue) 10:30
    • 論文紹介
    • 渡邉 Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction, ACL 2015 内部資料
  • 7/5 (Tue)
    • 稲田
      • Why-Question Answering using Intra- and Inter-Sentential Causal Relations paper 内部資料
      • Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Motoki Sano, Stijn De Saeger and Kiyonori Ohtake
  • 6/7 (Tue)
    • 松林(論文紹介)
      • Context-aware Frame-Semantic Role Labeling.
      • Michael Roth and Mirella Lapata. In TACL 2015. paper 概要
  • 5/31 (Tue)
    • 渡邊
  • 5/10 (Tue)
    • 松田: CNNをテキストのモデリングに利用する研究の動向 内部資料
  • 3/1 (Tue)
  • 2/23 (Tue)
    • 松田 Convolutional Net for Target Dependent Short-Text Classification 内部資料
  • 2/9 (Tue)
    • 渡邉 困った 内部資料
    • 水本
      • 論文紹介 内部資料
      • Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining
      • Yuki Nakayama, Atsushi Fujii
      • EMNLP2015
  • 2/2 (Tue)
  • 1/26 (Tue)
    • 水野 論文紹介 内部資料
      • Classifying Tweet Level Judgements of Rumours in Social Media
      • Michal Lukasik, Trevor Cohn and Kalina Bontcheva
      • EMNLP2015, pp.2590-2595
  • 1/19 (Tue)
    • 総合研究会や新メンバー顔合わせのため中止
    • 渡邉
    • 水野?水本?
  • 12/22 (Tue) 16:20-
    • 佐々木
      • 論文執筆中... repository
      • -> 精度問題により別の会議に延期
    • 上岡 論文紹介 内部資料 paper
      • Mengfei Zhou, Anette Frank, Annemarie Friedrich, Alexis Palmer
      • Semantically Enriched Models for Modal Sense Classification
      • LSDSem2015
  • 12/15 (Tue) 16:20-
    • 松田 論文紹介 内部資料 paper
      • Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis
      • Claudio Delli Bovi, Luca Telesca and Roberto Navigli
      • TACL 2015
  • 12/1 (Tue) 16:20-
    • 松林 論文紹介 内部資料
      • Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh, Julien Kloetzer
      • Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition
      • EMNLP 2015
    • 進捗報告・研究相談の方法について相談(知識獲得研究会方式?)
  • 11/24 (Tue) 16:20-
    • 水野 内部資料
      • Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants. Ahmed Hassan, Amjad Abu-Jbara, and Dragomir Radev, EMNLP-CoNLL 2012, pp. 59-70 PDF
    • 渡邉 内部資料
      • 歌詞穴埋め問題&歌詞並び替え問題の人出評価
  • 11/17 (Tue) 16:20-
    • 上岡 slide paper
      • Jacob Andreas and Dan Klein
      • Alignment-Based Compositional Semantics for Instruction Following
      • EMNLP 2015
    • 水本 内部資料
  • 11/10 (Tue) 16:20-
    • 稲田 内部資料
    • 村岡 論文紹介 スライド → [    ]
      • Andrej Karpathy, Justin Johnson and Li Fei-Fei
      • Visualizing and Understanding Recurrent Networks
      • arXiv, June, 2015. 論文
  • 10/27 (Tue) 16:20-
    • 成田:論文紹介 内部資料
      • Humor Recognition and Humor Anchor Extraction. 論文
      • Diyi Yang, Alon Lavie, Chris Dyer, Eduard Hovy
      • EMNLP 2015
    • 佐々木:論文紹介 内部資料
      • Henning Wachsmuth, Johannes Kiesel, and Benno Stein
      • Sentiment Flow - A General Model of Web Review Argumentation
      • EMNLP 2015
  • 10/20 (Tue) 16:20-
    • 松林:論文紹介 (内部資料, 論文
      • Jie Zhou and Wei Xu
      • End-to-end Learning of Semantic Role Labeling Using Recurrent Neural Networks
      • ACL-IJCNLP 2015
      • 関連論文(論文
      • Ronan Collobert, Jason Weston, L´eon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel Kuksa
      • Natural Language Processing (almost) from Scratch
      • Journal of Machine Learning Research (2011)
  • 松田 : 論文紹介, 最近のNE研究からいくつか : スライド
    • Zhiting Hu, Poyao Huang, Yuntian Deng, Yingkai Gao, Eric P. Xing, "Entity Hierarchy Embedding", ACL 2015, 論文
    • Wei Lu and Dan Roth, “Joint Mention Extraction and Classification with Mention Hypergraphs”, EMNLP 2015, 論文
    • Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla and Gerhard Weikum, "FINET: Context-Aware Fine-Grained Named Entity Typing", EMNLP 2015, 論文
  • 10/13 (Tue) 16:20-
    • 大江
    • 渡邉
  • 7/21 (Tue) 14:40-
    • 稲田:進捗報告 Toward Acquiring Script Knowledge by Skip-gram Model 内部資料
  • 7/7 (Tue) 14:40-
    • 成田: 進捗報告 内部資料
    • 佐々木: 論文紹介
      • Key Female Characters in Film Have More to Talk About Besides Men: Automating the Bechdel Test
      • Apoorv Agarwal, Jiehan Zheng, Shruti Vasanth Kamath, Sriram Balasubramanian, and Shirin Ann Dey. NAACL 2015.
      • Paper 内部資料
  • 6/30 (Tue) 14:40-
    • 松林: 論文紹介 色付き論文 説明スライド
      • Automatic prediction of aspectual class of verbs in context
      • Annemarie Friedrich and Alexis Palmer
      • ACL 2014 short paper
    • 渡邉:進捗 対数線形補間による 歌詞における重要な特徴を満たした歌詞生成手法の提案 内部資料
  • 6/16 (Tue) 14:40-
    • 松田: 論文紹介
      • Design Challenges for Entity Linking
      • Xiao Ling, Sameer Singh and Daniel S. Weld. TACL 2015 Paper 内部資料
  • 5/27 (Wed) 14:40-
  • 5/21 (Thu) 10:30-
    • 松田: 発表練習 Annotating Geographical Entities on Microblog Text ポスター
    • 上岡 発表練習 poster
  • 5/19 (Tue) 10:00-
    • 大江
    • 栗原: 人工知能学会全国大会発表練習 : 内部資料
  • 4/28 (Tue) 14:40-
    • 松林: 複数の項構造の関係を 利用した述語項構造解析 内部資料
  • 4/21 (Tue) 14:40-
  • 4/7 (Tue) 15:00-

論文紹介の仕方

  • 論文のエッセンスは何なのか、メモを作成する(default)

参考リンク / Links

モダリティ解析 version 0.8
松吉らが定めた拡張モダリティの体系,およびその付与基準など.コーパス公開サイト

過去の記録

Logical Inference

  • Mohammad Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa Walker Orr, Prasad Tadepalli, and Xiaoli Fern. Inverting Grice’s Maxims to Learn Rules from Natural Language Extractions. NIPS 2011. pdf
  • Ekaterina Ovchinnikova, Niloofar Montazeri, Theodore Alexandrov, Jerry R. Hobbs, Michael C. McCord and Rutu Mulkar-Mehta. Abductive Reasoning with a Large Knowledge Base for Discourse Processing. IWCS 2011. pdf
  • James Blythe, Jerry R. Hobbs, Pedro Domingos, Rohit J. Kate and Raymond J. Mooney. Implementing Weighted Abduction in Markov Logic. IWCS2011. pdf
  • Dan Garrette, Katrin Erk, Raymond Mooney. Integrating Logical Representations with Probabilistic Information using Markov Logic. IWCS2011. pdf
  • Sindhu V. Raghavan, Raymond J. Mooney. Bayesian Abductive Logic Programs. AAAI 2010. pdf
  • RohitJ. Kate RaymondJ. Mooney. Probabilistic Abduction using Markov Logic Networks. IJCAI 2009 on PAIR 2009. pdf
  • Jerry R. Hobbs, Mark Stickel, Douglas Appelt, and Paul Martin. Interpretation as Abduction, Artificial Intelligence, 1993. pdf
  • J. Bos (2009): Applying automated deduction to natural language understanding. Journal of Applied Logic 7(1): 100–112. pdf
  • A Unified Approach to Abductive Inference (ARO 2008 MURI Project@University of Washington)

Discourse Theory

  • Rhetorical Structure Theory
  • Discourse Representation Theory
  • J. Bos, M. Nissim (2008): Combining Discourse Representation Theory with FrameNet. In: R. Rossini Favretti (ed): Frames, Corpora, and Knowledge Representation, pp 169–183, Bononia University Press. pdf
  • Dan Cristea, Nancy Ide and Laurent Romary. Veins Theory: A Model of Global Discourse Cohesion and Coherence. ACL 1998. pdf
  • Barbara J. Grosz, Aravind K. Joshi and Scott Weinstein. Centering: A Framework for Modeling the Local Coherence of Discourse. Computational Linguistics, 1995. pdf
  • Barbara J. Grosz and Candace L. Sidner. ATTENTION, INTENTIONS, AND THE STRUCTURE OF DISCOURSE. Computational Linguistics, 1986. pdf
  • Bonnie Webber. Accounting for Discourse Relations: Constituency and Dependency. Intelligent Linguistic Architectures, 2006. pdf
  • Florian Wolf, Edward Gibson. Representing Discourse Coherence: A Corpus-Based Study. Computational Linguistics, 2005.
  • Bonnie Webber, Matthew Stone, Aravind Joshi and Alistair Knott. Anaphora and Discourse Structure. Computational Linguistics, 2003. pdf
  • Daniel Marcu. A Formal and Computational Synthesis of Grosz and Sidner's and Mann and Thompson's theories. 1999. pdf
  • Erhard Hinrichs. Discourse Annotation of Corpora. pdf
  • Johanna D. Moore and Martha E. Pollack. A Problem for RST: The Need for Multi-Level Discourse Analysis. Computational Linguistics, 1992. pdf

Discourse Parsing

  • Alexis Palmer, Afra Alishahi and Caroline Sporleder. Robust Semantic Analysis for Unseen Data in FrameNet. RANLP2011. pdf
  • Michaela Regneri, Alexander Koller, Josef Ruppenhofer and Manfred Pinkal. Learning Script Participants from Unlabeled Data. RANLP2011. pdf
  • Manfred Klenner and Don Tuggener. An Incremental Entity-Mention Model for Coreference Resolution with Restrictive Antecedent Accessibility. RANLP2011. pdf
  • Ziheng Lin, Hwee Tou Ng and Min-Yen Kan. Automatically Evaluating Text Coherence Using Discourse Relation. ACL 2011. pdf
  • Ziheng Lin, Hwee Tou Ng, and Min-Yen Kan. A PDTB-Styled End-to-End Discourse Parser. 2010. pdf
  • Annie Louis, Rashmi Prasad, Aravind Joshi and Ani Nenkova. Using Entity Features to Classify Implicit Discourse Relations. SIGDIAL 2010. pdf
  • Aria Haghighi and Dan Klein. Coreference Resolution in a Modular, Entity-Centered Model. NAACL-HLT 2010. pdf
  • Emily Pitler, Annie Louis and Ani Nenkova. Automatic sense prediction for implicit discourse relations in text. ACL-IJCNLP 2009. pdf
  • Rajen Subba and Barbara Di Eugenio. An effective Discourse Parser that uses Rich Linguistic Information. NAACL-HLT 2009. pdf
  • Ravikiran Vadlapudi, Poornima Malepati and Suman Yelati. Hierarchical Discourse Parsing Based on Similarity Metrics. RANLP 2009. pdf
  • Manfred Klenner, Étienne Ailloud. Optimization in Coreference Resolution is not Needed: A Nearly-Optimal Algorithm with Intensional Constraints. EACL 2009. pdf
  • Jason Baldridge and Alex Lascarides. Probabilistic Head-Driven Parsing for Discourse Structure. CoNLL 2005. pdf
  • Daniel Marcu and Abdessamad Echihabi. An Unsupervised Approach to Recognizing Discourse Relations. ACL 2002. pdf

Plan Recognition

  • Nate Blaylock and James Allen. Hierarchical Instantiated Goal Recognition. MOO2006. pdf
  • Nate Blaylock and James Allen. Fast Hierarchical Goal Schema Recognition. AAAI2006. pdf
  • Douglas E. Appelt and Martha E. Pollack. Weighted Abduction for Plan Ascription. Technical Note 491, SRI International, 1992. pdf
  • Sandra Carberry. Techniques for Plan Recognition. User Modeling and User-Adapted Interaction, 11(1-2), pp. 31-48, 2001. pdf

Corpus

Knowledge Acquisition

  • Doo Soon Kim and Bruce Poter. Integrating declarative knowledge : Issues, Algorithms and Future Work. AAAI2008. pdf
  • Jonathan Berant, Tel Aviv and Jacob Goldberger. Global Learning of Typed Entailment Rules. ACL2011. (to appear) pdf
  • Stefan Schoenmackers, Jesse Davis, Oren Etzioni and Daniel Weld. Learning First-Order Horn Clauses from Web Text. EMNLP2010. pdf
  • Nathanael Chambers and Dan Jurafsky. Unsupervised Learning of Narrative Schemas and their Participants. ACL2010. pdf

Lectures

Tools

Misc.


Last-modified: 2017-07-28 (Fri) 03:27:39 (11h)
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