Deterministic Dependency Parsing of English Text Joakim Nivre and Mario Scholz School of Mathematics and Systems Engineering V¨axj¨o University SE-35195 V¨axj¨o Sweden joakim.nivre@msi.vxu.se Abstract This paper presents a deterministic depe... 続きを読む
概要 自然言語処理分野においてトップカンファレンスと言われるACL 2012、NAACL-HLT 2012, EMNLP-COLING 2012で発表された論文の中から、参加者の投票によって厳選した論文を、各参加者が紹介するという形式で行われます。 勉強会の参加者は、各自1~2本の論... 続きを読む
Dependency Parsing Tutorial at COLING-ACL, Sydney 2006 Joakim Nivre1 Sandra K¨ubler2 1Uppsala University and V¨axj¨o University, Sweden E-mail: nivre@msi.vxu.se 2Eberhard-Karls Universit¨at T¨ubingen, Germany E-mail: kuebler@sfs.uni-tuebinge... 続きを読む
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers, pages 24–29, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics An Empirical Investigation of Discounting... 続きを読む
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pages 1036–1044, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics Reordering with Source Language Collocations Zhan... 続きを読む
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pages 1045–1054, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics A Joint Sequence Translation Model with Integrate... 続きを読む
2011/07/02 ACL 2011 で公開された自然言語処理(言い換え系)データ 先週オレゴン州ポートランドで行われたACL2011という国際会議で発表されたデータのうち、すぐにダウンロードして面白い実験ができそうな言い換え系のデータを5つを紹介します。(他にもいろ... 続きを読む
06 July 2011 The conference(s) post: ACL and ICML I'm using ACL/ICML as an excuse to jumpstart my resumed, hopefully regular, posting. The usual "I didn't see/read everything" applies to all of this. My general feeling about ACL (which was ... 続きを読む
A Class of Submodular Functions for Document Summarization Hui Lin, Jeff Bilmes University of Washington, Seattle Dept. of Electrical Engineering June 20, 2011 Lin and Bilmes Submodular Summarization June 20, 2011 1 / 29 Extractive Document ... 続きを読む
MULTI-PARAGRAPH SEGMENTATION EXPOSITORY TEXT Marti A. Hearst Computer Science Division, 571 Evans Hall University of California, Berkeley Berkeley, CA 94720 and Xerox Palo Alto Research Center marti @cs. berkeley, edu OF Abstract This paper ... 続きを読む
ACL Anthology A Digital Archive of Research Papers in Computational Linguistics Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Techologies P11-1 [bib]: Entire volumeP11-1000: Front Matt... 続きを読む
research今日2011年5月29日日曜日の日本経済新聞7面に米マイクロソフトCEOスティーブ・バルマー氏へのインタビューが掲載されています。主な論点はマイクロソフトのスマートフォン市場への取り組みに関するもので、ノキアとの提携、スカイプに買収についてや、... 続きを読む
Discourse Structure Discourse Structure Theory, Practice and Use Bonnie Webber1 Markus Egg2 Valia Kordoni3,4 1School of Informatics, University of Edinburgh (UK) 2Dept. of English and American Studies, Humboldt University Berlin (Germany) 3G... 続きを読む
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pages 297–300, Suntec, Singapore, 4 August 2009. c 2009 ACL and AFNLP Multi-Document Summarization using Sentence-based Topic Models Dingding Wang 1 Shenghuo Zhu 2 Tao Li 1 Yihong ... 続きを読む
Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 208–216, Suntec, Singapore, 2-7 August 2009. c 2009 ACL and AFNLP Automatically Generating Wikipedia Articles: A Structure-Aware Approach Christina Sau... 続きを読む
Probabilistic Text Structuring: Experiments with Sentence Ordering Mirella Lapata Department of Computer Science University of Sheffield Regent Court, 211 Portobello Street Sheffield S1 4DP, UK mlap@dcs.shef.ac.uk Abstract Ordering informati... 続きを読む
A Hierarchical Bayesian Language Model based on Pitman-Yor Processes Yee Whye Teh School of Computing, National University of Singapore, 3 Science Drive 2, Singapore 117543. tehyw@comp.nus.edu.sg Abstract We propose a new hierarchical Bayesi... 続きを読む
Proceedings of the ACL 2010 Conference Short Papers, pages 258–262, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics Cross Lingual Adaptation: An Experiment on Sentiment Classifications Bin Wei University o... 続きを読む
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 952–959, Prague, Czech Republic, June 2007. c 2007 Association for Computational Linguistics Pipeline Iteration Kristy Hollingshead and Brian Roar... 続きを読む
Structured Bayesian Nonparametric Models with Variational Inference ACL Tutorial Prague, Czech Republic June 24, 2007 Percy Liang and Dan Klein Probabilistic modeling of NLP • Document clustering • Topic modeling • Language modeling • Pa... 続きを読む
Joint Learning Improves Semantic Role Labeling Kristina Toutanova Dept of Computer Science Stanford University Stanford, CA, 94305 kristina@cs.stanford.edu Aria Haghighi Dept of Computer Science Stanford University Stanford, CA, 94305 aria42... 続きを読む
Dynamic programming for parsing and estimation of stochastic unification-based grammars∗ Stuart Geman Division of Applied Mathematics Brown University geman@dam.brown.edu Mark Johnson Cognitive and Linguistic Sciences Brown University Mark ... 続きを読む
Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the ACL, pages 217–224, Sydney, July 2006. c 2006 Association for Computational Linguistics Training Conditional Random Fields with Mul... 続きを読む
Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields Gideon S. Mann Google Inc. 76 Ninth Avenue New York, NY 10011 Andrew McCallum Department of Computer Science University of Massachusetts 140 Governors... 続きを読む
Structured Bayesian Nonparametric Models with Variational Inference ACL Tutorial Prague, Czech Republic June 24, 2007 Percy Liang and Dan Klein Probabilistic modeling of NLP • Document clustering • Topic modeling • Language modeling • Pa... 続きを読む
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP), pages 692–699, Vancouver, October 2005. c 2005 Association for Computational Linguistics Maximum Expected F-... 続きを読む
Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), pages 1017–1024 Manchester, August 2008 Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation Jia Xu† , Jianfeng ... 続きを読む
Proceedings of ACL-08: HLT, pages 888–896, Columbus, Ohio, USA, June 2008. c 2008 Association for Computational Linguistics Joint Word Segmentation and POS Tagging using a Single Perceptron Yue Zhang and Stephen Clark Oxford University Comp... 続きを読む
Proceedings of ACL-08: HLT, pages 308–316, Columbus, Ohio, USA, June 2008. c 2008 Association for Computational Linguistics A Joint Model of Text and Aspect Ratings for Sentiment Summarization Ivan Titov Department of Computer Science Unive... 続きを読む
Proceedings of ACL-08: HLT, pages 46–54, Columbus, Ohio, USA, June 2008. c 2008 Association for Computational Linguistics Task-oriented Evaluation of Syntactic Parsers and Their Representations Yusuke Miyao† Rune Sætre† Kenji Sagae† Taku... 続きを読む
Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the ACL, pages 611–619, Boulder, Colorado, June 2009. c 2009 Association for Computational Linguistics Online EM for Unsupervised Models Percy Liang Da... 続きを読む
Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data Jenny Rose Finkel and Christopher D. Manning Computer Science Department Stanford University Stanford, CA 94305 {jrfinkel|manning... 続きを読む
Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the ACL, pages 56–64, Boulder, Colorado, June 2009. c 2009 Association for Computational Linguistics A Discriminative Latent Variable Chinese Segmenter... 続きを読む
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL, pages 733–736, Los Angeles, California, June 2010. c 2010 Association for Computational Linguistics Softmax-Margin CRFs: Training Log-Linear M... 続きを読む
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL, pages 573–581, Los Angeles, California, June 2010. c 2010 Association for Computational Linguistics Type-Based MCMC Percy Liang UC Berkeley pl... 続きを読む
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL, pages 465–473, Los Angeles, California, June 2010. c 2010 Association for Computational Linguistics Term Weighting Schemes for Latent Dirichle... 続きを読む
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL, pages 456–464, Los Angeles, California, June 2010. c 2010 Association for Computational Linguistics Distributed Training Strategies for the St... 続きを読む
ACL Anthology A Digital Archive of Research Papers in Computational Linguistics Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics N10-1 [bib]: Entire volumeN... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1–10, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Unsupervised Semantic Parsing Hoifung Poon Pedro Domingos Department of Computer Science an... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 678–687, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP The infinite HMM for unsupervised PoS tagging Jurgen Van Gael Department of Engineering ... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 111–120, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Reverse Engineering of Tree Kernel Feature Spaces Daniele Pighin FBK-Irst, HLT Via di So... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1133–1141, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Real-time decision detection in multi-party dialogue Matthew Frampton, Jia Huang, Trun... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 141–150, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Nested Named Entity Recognition Jenny Rose Finkel and Christopher D. Manning Computer Sc... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 496–504, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Multi-Class Confidence Weighted Algorithms Koby Crammer∗ ∗ Department of Computer and ... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1571–1580, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Latent Document Re-Ranking Dong Zhou1,2 Vincent Wade1 1. University of Dublin, Trinity... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 248–256, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora Da... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1552–1560, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP K-Best Combination of Syntactic Parsers Hui Zhang1, 2 Min Zhang1 Chew Lim Tan2 Haizhou... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 551–560, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsi... 続きを読む
Active Learning by Labeling Features Gregory Druck Dept. of Computer Science University of Massachusetts Amherst, MA 01003 gdruck@cs.umass.edu Burr Settles Dept. of Biostatistics & Medical Informatics Dept. of Computer Sciences University of... 続きを読む
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 400–409, Singapore, 6-7 August 2009. c 2009 ACL and AFNLP Natural Language Generation with Tree Conditional Random Fields Wei Lu1 , Hwee Tou Ng1,2... 続きを読む
A Hybrid Hierarchical Model for Multi-Document Summarization Asli Celikyilmaz Computer Science Department University of California, Berkeley asli@eecs.berkeley.edu Dilek Hakkani-Tur International Computer Science Institute Berkeley, CA dilek... 続きを読む
Graph-based SSL foldunfold Table of Contents Minimum cuts Harmonic functions Manifold regularization Advanced topics Minimum cuts Avrim Blum and Shuchi Chawla. Learning from Labeled and Unlabeled Data using Graph Mincuts. ICML 2001. The origi... 続きを読む
HLT, COLT, ICML, Coling-ACL, EMNLPで、機械学習の視点から見て大事そうだな、と思った論文について書きます。 自然言語処理の分野で使えそうな structure のある話にバイアスがかかっているので悪しからず。 他にも良い論文はいっぱいありました。=======un... 続きを読む