{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:25:48Z","timestamp":1750307148168,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,10,24]],"date-time":"2011-10-24T00:00:00Z","timestamp":1319414400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2011,10,24]]},"DOI":"10.1145\/2063576.2063699","type":"proceedings-article","created":{"date-parts":[[2011,11,16]],"date-time":"2011-11-16T10:40:21Z","timestamp":1321440021000},"page":"847-856","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Towards a top-down and bottom-up bidirectional approach to joint information extraction"],"prefix":"10.1145","author":[{"given":"Xiaofeng","family":"Yu","sequence":"first","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, China"}]},{"given":"Irwin","family":"King","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, AT&amp;T Labs Research, Hong Kong, San Francisco, China"}]},{"given":"Michael R.","family":"Lyu","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, China"}]}],"member":"320","published-online":{"date-parts":[[2011,10,24]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3115\/1220835.1220873"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1610075.1610162"},{"key":"e_1_3_2_1_3_1","first-page":"952","volume-title":"Proceedings of ACL-07","author":"Hollingshead K.","year":"2007","unstructured":"K. Hollingshead and B. Roark . Pipeline iteration . In Proceedings of ACL-07 , pages 952 -- 959 , Prague, Czech Republic , 2007 . K. Hollingshead and B. Roark. Pipeline iteration. In Proceedings of ACL-07, pages 952--959, Prague, Czech Republic, 2007."},{"key":"e_1_3_2_1_4_1","first-page":"129","volume-title":"Advanced Mean Field Methods: Theory and Practice","author":"Jaakkola T. S.","year":"2000","unstructured":"T. S. Jaakkola . Tutorial on variational approximation methods . In Advanced Mean Field Methods: Theory and Practice , pages 129 -- 159 . MIT Press , 2000 . T. S. Jaakkola. Tutorial on variational approximation methods. In Advanced Mean Field Methods: Theory and Practice, pages 129--159. MIT Press, 2000."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007665907178"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277801"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/18.910572"},{"key":"e_1_3_2_1_8_1","first-page":"282","volume-title":"Proceedings of ICML-01","author":"Lafferty J.","year":"2001","unstructured":"J. Lafferty , A. McCallum , and F. Pereira . Conditional random fields: Probabilistic models for segmenting and labeling sequence data . In Proceedings of ICML-01 , pages 282 -- 289 , 2001 . J. Lafferty, A. McCallum, and F. Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of ICML-01, pages 282--289, 2001."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1177\/0278364907073775"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557152"},{"key":"e_1_3_2_1_11_1","first-page":"1414","volume-title":"Proceedings of AAAI-07","author":"Nguyen D. P. T.","year":"2007","unstructured":"D. P. T. Nguyen , Y. Matsuo , and M. Ishizuka . Relation extraction from Wikipedia using subtree mining . In Proceedings of AAAI-07 , pages 1414 -- 1420 , Vancouver, British Columbia, Canada , 2007 . D. P. T. Nguyen, Y. Matsuo, and M. Ishizuka. Relation extraction from Wikipedia using subtree mining. In Proceedings of AAAI-07, pages 1414--1420, Vancouver, British Columbia, Canada, 2007."},{"key":"e_1_3_2_1_12_1","first-page":"913","volume-title":"Proceedings of AAAI-07","author":"Poon H.","year":"2007","unstructured":"H. Poon and P. Domingos . Joint inference in information extraction . In Proceedings of AAAI-07 , pages 913 -- 918 , Vancouver, British Columbia, Canada , 2007 . H. Poon and P. Domingos. Joint inference in information extraction. In Proceedings of AAAI-07, pages 913--918, Vancouver, British Columbia, Canada, 2007."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835902"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of NIPS-04","author":"Sarawagi S.","year":"2004","unstructured":"S. Sarawagi and W. W. Cohen . Semi-Markov conditional random fields for information extraction . In Proceedings of NIPS-04 , 2004 . S. Sarawagi and W. W. Cohen. Semi-Markov conditional random fields for information extraction. In Proceedings of NIPS-04, 2004."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/3121646.3121674"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.65"},{"key":"e_1_3_2_1_17_1","volume-title":"Proceedings of ICML Workshop on Statistical Relational Learning and Its Connections to Other Fields","author":"Sutton C.","year":"2004","unstructured":"C. Sutton and A. Mccallum . Collective segmentation and labeling of distant entities in information extraction . In Proceedings of ICML Workshop on Statistical Relational Learning and Its Connections to Other Fields , 2004 . C. Sutton and A. Mccallum. Collective segmentation and labeling of distant entities in information extraction. In Proceedings of ICML Workshop on Statistical Relational Learning and Its Connections to Other Fields, 2004."},{"key":"e_1_3_2_1_18_1","volume-title":"Introduction to Statistical Relational Learning","author":"Sutton C.","year":"2006","unstructured":"C. Sutton and A. McCallum . An introduction to conditional random fields for relational learning . In L. Getoor and B. Taskar, editors, Introduction to Statistical Relational Learning . MIT Press , 2006 . C. Sutton and A. McCallum. An introduction to conditional random fields for relational learning. In L. Getoor and B. Taskar, editors, Introduction to Statistical Relational Learning. MIT Press, 2006."},{"key":"e_1_3_2_1_19_1","first-page":"693","article-title":"Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data","volume":"8","author":"Sutton C.","year":"2007","unstructured":"C. Sutton , A. McCallum , and K. Rohanimanesh . Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data . Journal of Machine Learning Research , 8 : 693 -- 723 , 2007 . C. Sutton, A. McCallum, and K. Rohanimanesh. Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data. Journal of Machine Learning Research, 8:693--723, 2007.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000001"},{"key":"e_1_3_2_1_21_1","first-page":"626","volume-title":"Proceedings of UAI-2000","author":"Wiegerinck W.","year":"2000","unstructured":"W. Wiegerinck . Variational approximations between mean field theory and the junction tree algorithm . In Proceedings of UAI-2000 , pages 626 -- 633 , San Francisco, CA , 2000 . W. Wiegerinck. Variational approximations between mean field theory and the junction tree algorithm. In Proceedings of UAI-2000, pages 626--633, San Francisco, CA, 2000."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/1687878.1687936"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/1614108.1614158"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/1599081.1599215"},{"key":"e_1_3_2_1_25_1","first-page":"1045","volume-title":"Proceedings of AAAI-10","author":"Yu X.","year":"2010","unstructured":"X. Yu and W. Lam . Bidirectional integration of pipeline models . In Proceedings of AAAI-10 , pages 1045 -- 1050 , Atlanta, Georgia, USA , 2010 . X. Yu and W. Lam. Bidirectional integration of pipeline models. In Proceedings of AAAI-10, pages 1045--1050, Atlanta, Georgia, USA, 2010."},{"key":"e_1_3_2_1_26_1","first-page":"1399","volume-title":"Proceedings of COLING-10","author":"Yu X.","year":"2010","unstructured":"X. Yu and W. Lam . Jointly identifying entities and extracting relations in encyclopedia text via a graphical model approach . In Proceedings of COLING-10 , pages 1399 -- 1407 , Beijing, China , 2010 . X. Yu and W. Lam. Jointly identifying entities and extracting relations in encyclopedia text via a graphical model approach. In Proceedings of COLING-10, pages 1399--1407, Beijing, China, 2010."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1645997"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102483"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.5555\/1390681.1442784"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281288"}],"event":{"name":"CIKM '11: International Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Glasgow Scotland, UK","acronym":"CIKM '11"},"container-title":["Proceedings of the 20th ACM international conference on Information and knowledge management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2063576.2063699","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2063576.2063699","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:54:11Z","timestamp":1750240451000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2063576.2063699"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,10,24]]},"references-count":30,"alternative-id":["10.1145\/2063576.2063699","10.1145\/2063576"],"URL":"https:\/\/doi.org\/10.1145\/2063576.2063699","relation":{},"subject":[],"published":{"date-parts":[[2011,10,24]]},"assertion":[{"value":"2011-10-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}