* 概要 [#i4d734ce]
知識獲得に関して,自分の研究の相談を行ったり,みんなで論文を読み,議論を行います.

* 2016年度 [#u05fcbdf]
- 前期: 毎週木曜日 13:00-
:主な参加者|岡崎,田,折田,乾,周,高瀬,代勤,スミット,小松,島岡,コランタン,冉,上村,鈴木,佐々木(翔),塙

- esa: [[閲覧:https://io-lab.esa.io/#path=%2F%E7%9F%A5%E8%AD%98%E7%8D%B2%E5%BE%97%E7%A0%94%E7%A9%B6%E4%BC%9A]] [[投稿:https://io-lab.esa.io/posts/new?template_post_id=337]]

* 予定・記録 [#h5403093]

- 3/8(水) 16:30-
-- 塙 NLP2017発表練習 &handref(2016/k-acquisition/k-acquisition-20170308-hanawa.pdf,内部資料);

- 3/2(木) 13:00-
-- 鈴木: 論文輪読 Wang et al. "Multi-Perspective Context Matching for Machine Comprehension" [[論文:https://arxiv.org/abs/1612.04211]] &handref(2016/k-acquisition/k-acquisition-20170302-m-suzuki.pdf,内部資料);
-- 松田: 論文輪読 Liu et al. "Effective crowd annotation for relation extraction." Proceedings of the NAACL-HLT. 2016.  [[論文:http://aiweb.cs.washington.edu/ai/pubs/liu-naacl16.pdf]] &handref(2016/k-acquisition/k-acquisition-20170302-matsuda.pdf,内部資料); 

- 2/23(木) 13:00-
-- 冉

- 2/16(木) 9:30-
-- 佐々木(翔) &handref(2016/k-acquisition/k-acquisition-20170216-sasaki.shota.pdf,内部資料);
-- 塙 &handref(2016/k-acquisition/k-acquisition-20170216-hanawa.pdf,内部資料);

- 2/9(木) 13:00-
-- 修論発表練習
--- 小松:本審査発表練習 &handref(2016/k-acquisition/k-acquisition-20170209-h-komatsu.pdf,スライド); &handref(2016/k-acquisition/k-acquisition-20170209-h-komatsu-2.pdf,論文); 
--- コランタン : 本審査 Semantic parsing with a domain ontology &handref(2016/practice-talk/practice-talk-20170209-corentin_honshinsa.pdf,Slides); &handref(2016/practice-talk/practice-talk-20170209-corentin_thesis.pdf,Thesis);
--- (スミット) &handref(2016/k-acquisition/k-acquisition-20170209-sumit.pdf,内部資料); 

- 2/2(木) 13:00-
-- コランタン Semantic Parsing with a domain Ontology &handref(2016/k-acquisition/k-acquisition-20170202-corentin.pdf,内部資料);
-- 島岡

- 1/26(木) 13:00-
-- スミット &handref(2016/k-acquisition/k-acquisition-20170126-sumit.pdf,内部資料);

-- 小松: 進捗報告 &handref(2016/k-acquisition/k-acquisition-20170126-h-komatsu.pdf,内部資料); 

- 1/19(木) 13:00-
-- 高瀬: 句の分散表現計算モデルの汎用性の調査(NLP2017に投稿した論文) &handref(2016/k-acquisition/k-acquisition-20170119-takase.pdf,論文);
-- 周: Exploring candidate retrieval and ranking for entity linking (後編) &handref(2016/k-acquisition/k-acquisition-20170119-zhou.pdf,内部資料);

- 1/5(木) 13:00-
-- 各自の近況報告

- 12/22(木)13:00-
-- スミット
-- 塙 Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network. Yu, J. COLING 2016. [[論文:https://aclweb.org/anthology/C/C16/C16-1223.pdf]] &handref(2016/k-acquisition/k-acquisition-20161222-hanawa.pdf,内部資料);

- 12/8(木)13:30-
-- 冉:    Modeling Context in Referring Expressions Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg
  [[論文:https://arxiv.org/abs/1608.00272]] &handref(2016/k-acquisition/k-acquisition-20161208-PDFangeltop1.pdf,内部資料);

-- コランタン (修士論文発表リハーサル) Semantic Parsing with a domain Ontology &handref(2016/practice-talk/practice-talk-20161208-corentin.pdf,内部資料);

- 12/1 (木)  13:00- 
-- 小松: 進捗報告 &handref(2016/k-acquisition/k-acquisition-20161201-h-komatsu.pdf,内部資料); 
-- 鈴木: Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, Jonathan Berant. Hierarchical Question Answering for Long Documents. arXiv:1611.01839v1 2016. [[論文:https://arxiv.org/abs/1611.01839]] &handref(2016/k-acquisition/k-acquisition-20161201-m-suzuki.pdf,内部資料);

- 11/24 (木)  13:00- 
-- 岡崎: Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva. Stance Detection with Bidirectional Conditional Encoding. EMNLP 2016, pp. 876-885. [[論文:https://www.aclweb.org/anthology/D/D16/D16-1084.pdf]] &handref(2016/k-acquisition/k-acquisition-20161124-okazaki.pdf,内部資料);
-- 松田: Text based KBC に関するサーベイ &handref(2016/k-acquisition/k-acquisition-20161124-matsuda.pdf,内部資料);

- 11/22 (火) 14:00-
-- 高瀬(予備審査リハーサル)&handref(2016/k-acquisition/k-acquisition-20161122-takase.pdf,内部資料);

- 11/17 (木)  12:30- 
-- 周(予備審査リハーサル) &handref(2016/k-acquisition/k-acquisition-20161117-zhou.pdf,内部資料);

- 11/10 (木)  13:00-
-- 佐々翔 &handref(2016/k-acquisition/k-acquisition-20161110-sasaki.shota_slide.pdf,スライド); &handref(2016/k-acquisition/k-acquisition-20161110-sasaki.shota.pdf,YANSポスター);
-- 田 &handref(2016/k-acquisition/k-acquisition-20161110-tianran.pptx,内部資料);

- 11/4 (金)  16:00-
-- 塙 &handref(2016/k-acquisition/k-acquisition-20161104-hanawa.pdf,内部資料);

- 10/27 (木) 13:00-
-- 高瀬: 論文輪読: Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing., Harnessing Deep Neural Networks with Logic Rules., ACL 2016. &handref(2016/k-acquisition/k-acquisition-20161027-takase.pdf,内部資料);

- 10/20(木) 13:00-
-- 周(PACLIC発表練習) &handref(2016/k-acquisition/k-acquisition-20161020-Zhou.pdf,内部資料);
-- スミット &handref(2016/k-acquisition/k-acquisition-20161020-sumit.pdf,内部資料);

- 10/13(木) 13:00-
-- 小松: 進捗報告 オントロジに基づくSemantic Parsing &handref(2016/k-acquisition/k-acquisition-20161013-h-komatsu.pdf,内部資料); 
-- コランタン: Semantic Parsing with a domain Ontology &handref(2016/k-acquisition/k-acquisition-20161013-corentin.pdf,内部資料);

- 10/5 (水) 10:30-
-- 鈴木 WI 発表練習 &handref(2016/k-acquisition/k-acquisition-20161004-m-suzuki.pdf,内部資料);

- 9/26 (月) 13:00-
-- 周: 進捗報告  &handref(2016/k-acquisition/k-acquisition-20160926-zhou.pdf,内部資料);

- 7/21(木) 14:40-
-- 高瀬: 論文輪読: Karl Pichotta, Raymond J. Mooney., Using Sentence-Level LSTM Language Models for Script Inference. ACL 2016 &handref(2016/k-acquisition/k-acquisition-20160721-takase.pdf,内部資料);
-- 松田: 論文輪読: Yankai Lin, Zhiyuan Liu, Maosong Sun. Knowledge Representation Learning with Entities, Attributes and Relations. IJCAI-16  [[論文:http://www.ijcai.org/Proceedings/16/Papers/407.pdf]] &handref(2016/k-acquisition/k-acquisition-20160721-matsuda.pdf,内部資料); 

- 7/14(木) 14:40-
-- 小松: 話題提供 &handref(2016/k-acquisition/k-acquisition-20160714-h-komatsu.pdf,内部資料);

- 7/7(木) 14:40-
-- スミット: 話題提供 &handref(2016/misc/misc-20160707-sumit.pdf,内部資料);

- 6/30(木)14:40-
-- 上村: 論文輪読:Yuheng Hu, Shelly Farnham and Kartik Talamadupula. "Predicting User Engagement on Twitter with Real-World Events" AAAI. 2015. [[論文:https://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/viewFile/10670/10500]] 
&handref(2016/k-acquisition/k-acquisition-20160630-may-u.pdf,内部資料);
-- 周: 論文輪読 : Lai, Siwei, Liheng Xu, Kang Liu, Jun Zhao. "Recurrent Convolutional Neural Networks for Text Classification." AAAI. 2015. [[論文:https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/download/9745/9552]] &handref(2016/k-acquisition/k-acquisition-20160630-zhou.pdf,内部資料);

- 6/23(木)14:40-
-- 冉: 画像生成の話  &handref(2016/k-acquisition/k-acquisition-20160623-PDFangeltop1.pdf,内部資料);

- 6/16(木)14:40-
-- 代勤: 論文輪読 about "X cause Y" &handref(2016/k-acquisition/k-acquisition-20160616-Daiqin.pdf,内部資料);paper1:&handref(2016/langedu/langedu-20160616-paper1-Daiqin.pdf,内部資料); paper2:&handref(2016/k-acquisition/k-acquisition-20160616-paper2-Daiqin.pdf,内部資料); 
-- コランタン: Presentation of some interesting papers from LREC 2016 [[Papers>http://www.cl.ecei.tohoku.ac.jp/~corentin/LREC2016_Interesting_Papers/]]

- 6/3(金)14:40-
-- 上村: Toward the automatic extraction of effects of usable goods  &handref(2016/k-acquisition/k-acquisition-20160603-may-u.pdf,paper);

- 5/26(木)13:00-
-- 田 論文輪読:  Siva Reddy; Mirella Lapata; Mark Steedman, Large-scale Semantic Parsing without Question-Answer Pairs, TACL2014 &handref(2016/k-acquisition/k-acquisition-20160526-tianran.pdf,内部資料);
-- 高瀬 論文輪読: J. Li+ (2015). When Are Tree Structures Necessary for Deep Learning of
Representations? EMNLP2015. pages 2304-2314. &handref(2016/k-acquisition/k-acquisition-20160526-takase.pdf,内部資料);

- 5/19(木)14:40-
-- 島岡 Fine grained entity type classification (追加実験)  &handref(2016/k-acquisition/k-acquisition-20160519-shimaoka.pdf,内部資料);

- 5/12(木)14:40-
-- 岡崎: 論文輪読: K Toutanova+ (2015). Representing Text for Joint Embedding of Text and Knowledge Bases. EMNLP 2015, pages 1499-1509. [[論文:http://www.aclweb.org/anthology/D/D15/D15-1174.pdf]] [[著者プレゼン:https://vimeo.com/163292987]] &handref(2016/k-acquisition/k-acquisition-20160512-okazaki.srt,日本語字幕);
-- 鈴木 論文輪読: Mohit Iyyer+ (2014). A Neural Network for Factoid Question Answering over Paragraphs. EMNLP 2014. [[論文:https://cs.umd.edu/~miyyer/pubs/2014_qb_rnn.pdf]] &handref(2016/k-acquisition/k-acquisition-20160512-m-suzuki.pdf,内部資料);

- 4/28 (木) 14:40-
-- 高瀬 :単語から句の意味を計算する &handref(2016/k-acquisition/k-acquisition-20160428-takase.pdf,内部資料);
-- 代勤: Causality Acquisition and Causality Application &handref(2016/k-acquisition/k-acquisition-20160428-Daiqin.pdf,内部資料); 
-- 松田 : &handref(2016/k-acquisition/k-acquisition-20160428-matsuda.pdf,内部資料);


- 4/22 (金) 10:30- (変更)
-- 岡崎 : &handref(2016/k-acquisition/k-acquisition-20160422-okazaki.pdf,内部資料);
-- 高瀬 : &handref(2016/k-acquisition/k-acquisition-20160422-takase.pdf,内部資料);
-- 鈴木 : &handref(2016/k-acquisition/k-acquisition-20160422-m-suzuki.pdf,内部資料);
-- 小松 : &handref(2016/k-acquisition/k-acquisition-20160422-h-komatsu.pdf,内部資料);
-- ゼン: &handref(2016/k-acquisition/k-acquisition-20160422-PDFangeltop1.pdf,内部資料);
- 4/14 (木)
-- 岡崎:キックオフ &handref(2016/k-acquisition/k-acquisition-20160420-takase.pdf,内部資料);

* 参考文献 [#aed43b57]

** チュートリアル・招待講演 [#pbf793c8]
- Fabian M. Suchanek, Martin Theobald, Gerhard Weikum, Hady W. Lauw and Ralf Schenkel. [[Semantic Knowledge Bases from Web Sources:http://ijcai-11.iiia.csic.es/files/proceedings/IJCAI-T5.pdf]]. IJCAI 2011.
- Marius Pasca. [[Web-Based Open-Domain Information Extraction:http://www.www2011india.com/tutorialstr34.html]]. WWW 2011.
- Hans Uszkoreit. [[Learning Relation Extraction Grammars with Minimal Human Intervention: Strategy, Results, Insights and Plans:http://www.springerlink.com/content/273337265v473448/]]. CICling 2011.
- Oren Etzioni. [[Machine Reading at Web Scale:http://videolectures.net/wsdm08_etzioni_mrws/]]. WSDM 2008.
- Tom Mitchell. [[Learning, Information Extraction and the Web:http://videolectures.net/ecml07_mitchell_lie/]]. PKDD 2007.

** 全般 [#ib8f2c24]
- Satoshi Sekine. [[Semantic Knowledge Discovery:http://nlp.cs.nyu.edu/sekine/presentations/JHU-tutorial.zip]].
- Oren Etzioni, Michele Banko, Stephen Soderland and Daniel S. Weld. [[Open Information Extraction from the Web:http://ai.cs.washington.edu/www/media/papers/tmpcLeDnr.pdf]]. Communications of the ACM, 2008.
- Andrew Carlson, Justin Betteridge, Richard C. Wang, Estevam R. Hruschka, Jr, Tom M. Mitchell. [[Coupled semi-supervised learning for information extraction:http://rtw.ml.cmu.edu/papers/carlson-wsdm10.pdf]], WSDM 2010.

** 固有表現抽出 [#bc795e10]
- Patrick Pantel and Deepak Ravichandran. [[Automatically Labeling Semantic Classes:http://acl.ldc.upenn.edu/hlt-naacl2004/main/pdf/144_Paper.pdf]]. HLT-NAACL '04.
- Patrick Pantel and Marco Pennacchiotti. [[Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations:http://acl.ldc.upenn.edu/P/P06/P06-1015.pdf]]. Coling-ACL '06.
- Oren Etzioni, Michael Cafarella, Doug Downey, Ana-Maria Popescu, Tal Shaked, Stephen Soderland, Daniel S. Weld, and Alexander Yates. [[Unsupervised Named-Entity Extraction from the Web: An Experimental Study:http://www.cs.washington.edu/homes/etzioni/papers/knowitall-aij.pdf]]. Artificial Intelligence, 165(1), 91-134, 2005.
- Jun’ichi Kazama and Kentaro Torisawa. [[Exploiting Wikipedia as External Knowledge for Named Entity Recognition:http://aclweb.org/anthology-new/D/D07/D07-1073.pdf]]. EMNLP '07.
- Jun Suzuki and Hideki Isozaki. [[Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data:http://www.aclweb.org/anthology/P/P08/P08-1076.pdf]]. ACL '08.
- Lev Ratinov and Dan Roth. [[Design Challenges and Misconceptions in Named Entity Recognition:http://www.aclweb.org/anthology-new/W/W09/W09-1119.pdf]]. CoNLL '09.
- Jenny Rose Finkel and Christopher D. Manning. [[Nested Named Entity Recognition:http://aclweb.org/anthology-new/D/D09/D09-1015.pdf]]. ACL '09.
- Dan Wu, Wee Sun Lee, Nan Ye and Hai Leong Chieu. [[Domain adaptive bootstrapping for named entity recognition:http://aclweb.org/anthology-new/D/D09/D09-1158.pdf]]. EMNLP' 09.
- Ruihong Huang and Ellen Riloff. [[Inducing Domain-Specific Semantic Class Taggers from (Almost) Nothing:http://aclweb.org/anthology-new/P/P10/P10-1029.pdf]]. ACL '10.
- Jenny Rose Finkel and Christopher D. Manning. [[Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data:http://aclweb.org/anthology-new/P/P10/P10-1074.pdf]]. ACL '10.
- Stefan Rüd, Massimiliano Ciaramita, Jens Müller and Hinrich Schütze. [[Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition:http://www.ims.uni-stuttgart.de/~schuetze/piggyback11/piggyback11.pdf]]. ACL '11.

** エンティティ知識獲得 [#ze689fd9]
Marius Pasca, Dekang Lin, Jeffrey Bigham, Andrei Lifchits, Alpa Jain. [[Organizing and Searching the World Wide Web of Facts - Step One: the One-Million Fact Extraction Challenge:http://www.cs.cmu.edu/~acarlson/semisupervised/million-fact-aaai06.pdf]]. AAAI '06.

** 関係抽出 [#obf2ab24]

- Makoto Miwa and Rune Sætre and Yusuke Miyao and Jun’ichi Tsujii. [[A Rich Feature Vector for Protein-Protein Interaction Extraction from Multiple Corpora:http://aclweb.org/anthology-new/D/D09/D09-1013.pdf]], EMNLP '09.
- Yee Seng Chan and Dan Roth. [[Exploiting Syntactico-Semantic Structures for Relation Extraction:http://cogcomp.cs.illinois.edu/papers/ChanRo11.pdf]]. ACL '11.
- Anthony Fader, Stephen Soderland, and Oren Etzioni. [[Identifying Relations for Open Information Extraction:http://www.cs.washington.edu/homes/afader/bib_pdf/emnlp11.pdf]]. EMNLP '11.

** 含意・因果関係 [#d1783c24]
- Jonathan Berant, Ido Dagan, Jacob Goldberger. [[Learning Entailment Relations by Global Graph Structure Optimization:http://www.mitpressjournals.org/doi/abs/10.1162/COLI_a_00085]], Computational Linguistics, Vol. 38, No. 1, Pages 73-111, March 2012.
- Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, and Mausam. [[Open Information Extraction: The Second Generation:http://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/viewFile/3353/3408]], AAAI 2011.
- Rajat Raina, Andrew Y. Ng, and Christopher D. Manning. [[Robust textual inference via learning and abductive reasoning:http://dl.acm.org/citation.cfm?id=1619510]], AAAI '05.
- Nathanael Chambers and Daniel Jurafsky. [[Unsupervised Learning of Narrative Event Chains:http://www.stanford.edu/~jurafsky/narrative-chains08.pdf]], ACL '08.
- Stefan Schoenmackers and Oren Etzioni and Daniel S. Weld and Jesse Davis. [[Learning first-order Horn clauses from web text:http://aclweb.org/anthology-new/D/D10/D10-1106.pdf]]. EMNLP '10.
- Mark Sammons, V. G. Vinod Vydiswaran and Dan Roth. [["Ask not what Textual Entailment can do for You...":http://l2r.cs.uiuc.edu/~danr/Papers/SammonsVyRo10.pdf]]. ACL '10.
- Jonathan Berant, Ido Dagan, and Jacob Goldberger. [[Global learning of focused entailment graphs:http://www.aclweb.org/anthology/P/P10/P10-1124.pdf]]. ACL' 10.
- Raphael Hoffmann, Congle Zhang, Xiao Ling, Luke Zettlemoyer, and Daniel S. Weld. [[Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations:http://www.cs.washington.edu/homes/lsz/papers/hzlzw-acl2011.pdf]]. ACL' 11.
- Jonathan Berant, Ido Dagan and Jacob Goldberger. [[Global Learning of Typed Entailment Rules:http://www.cs.tau.ac.il/~jonatha6/homepage_files/publications/ACL11.pdf]]. ACL' 11.
- Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr., and Tom M. Mitchell. 2010. [[Toward an architecture for neverending language learning:http://www.cs.cmu.edu/~acarlson/papers/carlson-aaai10.pdf]]. AAAI 2010.
- Peter LoBue and Alexander Yates. [[Types of Common-Sense Knowledge Needed for Recognizing Textual Entailment:http://www.cis.temple.edu/~yates/papers/2011-acl-world-knowledge-for-rte.pdf]]. ACL 2011.
- Quang Xuan Do, Yee Seng Chan, and Dan Roth. [[Minimally Supervised Event Causality Identification:http://cogcomp.cs.illinois.edu/papers/DoChaRo11.pdf]], EMNLP 2011.
- Chikara Hashimoto, Kentaro Torisawa, Kow Kuroda, Masaki Murata, and Jun'ichi Kazama. [[Large-Scale Verb Entailment Acquisition from the Web:http://www.aclweb.org/anthology/D/D09/D09-1122.pdf]], EMNLP 2009

* 過去の記録 [#se349473]
- [[2015年度>./2015]]
- [[2014年度>./2014]]
- [[2013年度>./2013]]
- [[2012年度>./2012]]
- [[2011年度>./2011]]
- [[2015年度>../2015]]
- [[2014年度>../2014]]
- [[2013年度>../2013]]
- [[2012年度>../2012]]
- [[2011年度>../2011]]

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