概要 †

談話に関する論文の紹介，議論，進捗報告を行う

2012年度 †

日時

毎週水曜日 13:00-

参加者

乾，岡﨑，井之上，杉浦，山本，Paul，稲田，佐藤（雅）

キーワード

物語理解 (story understanding)，プラン (plan)，修辞構造 (rhetorical structure)，照応 (anaphora)，省略 (ellipsis, zero anaphora)

予定・記録 †

• 2/20(水) 13:00- 論文紹介
  • 山本 : Eduard Blanco, Hakki C. Cankaya, Dan Moldovan. Commonsense Knowledge Extraction Using Concepts Properties. In Proc. of AAAI 2011. (🔒内部資料, 🔒内部資料)

• 2/13(水) 13:00- 進捗報告
  • 佐藤（雅）批判関係を利用したマイクロブログの信頼度推定進捗報告(🔒内部資料)

• 2/6 (水) 13:00- 論文紹介
  • 渡邉
    • Asher Stern, Roni Stern, Ido Dagan and Ariel Felner. Efficient Search for Transformation-based Inference. In Proc. of ACL 2012. 🔒内部資料

• 1/30 (水) 13:30- 進捗報告
  • 水野 🔒内部資料

• 1/23 (水) 13:00- 論文紹介
  • 稲田
    • Semantic Parsing with Bayesian Tree Transducers. Bevan Keeley Jones, Mark Johnson, and Sharon Goldwater. ACL2012

• 1/16 (水) 12:30-
  • 進捗報告：Paul (🔒内部資料)
  • 進捗報告：まさ (🔒内部資料)

• 1/9 (水) 13:00-
  • 全体確認（博論，修論，卒論進捗確認 and 言語処理学会直前対策会議）
  • 進捗報告: 杉浦（🔒内部資料）

• 12/19 (水) 13:00-
  • 進捗報告: 橋本 (🔒内部資料)
  • 進捗報告: 杉浦（🔒内部資料）
  • 進捗報告: 山本 (12/21の意味研究会へ)

• 12/5 (水) 13:00-
  • 進捗報告: 稲田 (🔒内部資料)
  • 論文紹介: 水野
    • Exploiting Reducibility in Unsupervised Dependency Parsing
    • Mare\v{c}ek, David and \v{Z}abokrtsk\'{y}, Zdeněk
    • EMNLP 2012, pp.297--307.
    • 🔒内部資料

• 11/28 (水) 13:00-
  • 論文紹介: Paul
    • Tweet Trend Analysis in an Emergency Situation(🔒内部資料)

• 11/21 (水) 13:00-
  • 進捗報告: 佐藤（雅）(🔒内部資料)
  • 進捗報告: 杉浦（🔒内部資料）

• 11/14 (水) 13:00-
  • 論文紹介: 山本
    • Improving Word Representations via Global Context and Multiple Word Prototypes (🔒内部資料)

• 2011 年度
• 2010 年度

参考リンク †

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 †

• Penn Discourse Treebank
• RST Discourse Treebank
• Discourse Graphbank: paper LDC
• SDRT annotations of dialogues: DISCOR project

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 †

• University of Southern California: Introduction to NLP, Empirical Methods in Natural Language Processing
• MIT: Computational Models of Discourse
• Tohoku University: http://www.is.tohoku.ac.jp/_eng/introduction/laboratories/sis/iis_cs.html

Tools †

• Mini-TACITUS
• PRISM
• enju
• C&C tools

Misc. †

• University of Texas at Austin Machine Learning Group: Publications