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Branavan, H. Chen, L. S. Zettlemoyer, and R. Barzilay. 2009. Reinforcement Learning for Mapping Instructions to Actions. In Proceedings of the Joint conference of the 47th Annual Meeting of the Association for Computational Linguistics (ACLIJCNLP 2009), pages 329-332, Suntec, Singapore.", "links": null }, "BIBREF97": { "ref_id": "b97", "title": "Practical Dialogue Manager Development using POMDPs", "authors": [ { "first": "T", "middle": [ "H" ], "last": "Bui", "suffix": "" }, { "first": "B", "middle": [], "last": "Van Schooten", "suffix": "" }, { "first": "D", "middle": [], "last": "Hofs", "suffix": "" } ], "year": 2007, "venue": "Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue", "volume": "", "issue": "", "pages": "215--218", "other_ids": {}, "num": null, "urls": [], "raw_text": "T. H. Bui, B. van Schooten, and D. Hofs. 2007. Practical Dialogue Manager Development using POMDPs. In Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue, Antwerp, Belgium, pages 215-218.", "links": null }, "BIBREF98": { "ref_id": "b98", "title": "Imam: A reinforcement learning framework for answering complex questions", "authors": [ { "first": "Y", "middle": [], "last": "Chali", "suffix": "" }, { "first": "S", "middle": [ "A" ], "last": "Hasan", "suffix": "" }, { "first": "K", "middle": [], "last": "", "suffix": "" } ], "year": 2011, "venue": "", "volume": "", "issue": "", "pages": "307--310", "other_ids": {}, "num": null, "urls": [], "raw_text": "Y. Chali, S. A. Hasan, K. Imam: A reinforcement learning framework for answering complex questions. IUI 2011, pages 307-310", "links": null }, "BIBREF99": { "ref_id": "b99", "title": "Improving the performance of the reinforcement learning model for answering complex questions", "authors": [ { "first": "Y", "middle": [], "last": "Chali", "suffix": "" }, { "first": "S", "middle": [ "A" ], "last": "Hasan", "suffix": "" }, { "first": "K", "middle": [], "last": "Imam", "suffix": "" } ], "year": null, "venue": "CIKM 2012", "volume": "", "issue": "", "pages": "2499--2502", "other_ids": {}, "num": null, "urls": [], "raw_text": "Y. Chali, S. A. Hasan, K. Imam: Improving the performance of the reinforcement learning model for answering complex questions. CIKM 2012, pages 2499-2502", "links": null }, "BIBREF100": { "ref_id": "b100", "title": "A Maximum-Entropy-Inspired Parser", "authors": [ { "first": "E", "middle": [], "last": "Charniak", "suffix": "" } ], "year": 1999, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "E. Charniak. 1999. A Maximum-Entropy-Inspired Parser. In Technical Report CS-99-12, Brown University, Computer Science Department.", "links": null }, "BIBREF101": { "ref_id": "b101", "title": "Convolution Kernels for Natural Language", "authors": [ { "first": "M", "middle": [], "last": "Collins", "suffix": "" }, { "first": "N", "middle": [], "last": "Duffy", "suffix": "" } ], "year": 2001, "venue": "Proceedings of Neural Information Processing Systems", "volume": "", "issue": "", "pages": "625--632", "other_ids": {}, "num": null, "urls": [], "raw_text": "M. Collins and N. Duffy. 2001. Convolution Kernels for Natural Language. In Proceedings of Neural Information Processing Systems, pages 625-632, Vancouver, Canada.", "links": null }, "BIBREF102": { "ref_id": "b102", "title": "WordNet -An Electronic Lexical Database", "authors": [ { "first": "H", "middle": [ "P" ], "last": "Edmundson", "suffix": "" } ], "year": 1969, "venue": "Journal of the Association for Computing Machinery (ACM)", "volume": "16", "issue": "2", "pages": "264--285", "other_ids": {}, "num": null, "urls": [], "raw_text": "H. P. Edmundson. 1969. New Methods in Automatic Extracting. Journal of the Association for Computing Machinery (ACM), 16(2):264-285. C. Fellbaum. 1998. WordNet -An Electronic Lexical Database. Cambridge, MA. MIT Press.", "links": null }, "BIBREF103": { "ref_id": "b103", "title": "A Maximum Entropy Approach to Text Summarization. M.Sc. thesis, School of Artificial Intelligence", "authors": [ { "first": "L", "middle": [], "last": "Ferrier", "suffix": "" } ], "year": 2001, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "L. Ferrier, 2001. A Maximum Entropy Approach to Text Summarization. M.Sc. thesis, School of Artificial Intelligence, Division of Informatics, University of Edinburgh.", "links": null }, "BIBREF104": { "ref_id": "b104", "title": "Dependency-based Sentence Alignment for Multiple Document Summarization", "authors": [ { "first": "T", "middle": [], "last": "Hirao", "suffix": "" }, { "first": "J", "middle": [], "last": "Suzuki", "suffix": "" }, { "first": "H", "middle": [], "last": "Isozaki", "suffix": "" }, { "first": "E", "middle": [], "last": "Maeda", "suffix": "" } ], "year": 2004, "venue": "Proceedings of the 20th International Conference on Computational Linguistics", "volume": "", "issue": "", "pages": "446--452", "other_ids": {}, "num": null, "urls": [], "raw_text": "T. Hirao, J. Suzuki, H. Isozaki, and E. Maeda. 2004. Dependency-based Sentence Alignment for Multiple Document Summarization. In Proceedings of the 20th International Conference on Computational Linguistics, pages 446-452, Geneva, Switzerland.", "links": null }, "BIBREF105": { "ref_id": "b105", "title": "A BE-based Multi-document Summarizer with Query Interpretation", "authors": [ { "first": "E", "middle": [], "last": "Hovy", "suffix": "" }, { "first": "C", "middle": [ "Y" ], "last": "Lin", "suffix": "" }, { "first": "L", "middle": [], "last": "Zhou", "suffix": "" } ], "year": 2005, "venue": "Proceedings of the Document Understanding Conference", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "E. Hovy, C. Y. Lin, and L. Zhou. 2005. A BE-based Multi-document Summarizer with Query Interpretation. In Proceedings of the Document Understanding Conference, Canada.", "links": null }, "BIBREF106": { "ref_id": "b106", "title": "Making large-Scale SVM Learning Practical", "authors": [ { "first": "T", "middle": [], "last": "Joachims", "suffix": "" } ], "year": 1999, "venue": "Advances in Kernel Methods -Support Vector Learning", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "T. Joachims. 1999. Making large-Scale SVM Learning Practical. In Advances in Kernel Methods -Support Vector Learning.", "links": null }, "BIBREF107": { "ref_id": "b107", "title": "The Measurement of Observer Agreement for Categorical Data", "authors": [ { "first": "J", "middle": [ "R" ], "last": "Landis", "suffix": "" }, { "first": "G", "middle": [ "G" ], "last": "Koch", "suffix": "" } ], "year": 1977, "venue": "Biometrics", "volume": "33", "issue": "1", "pages": "159--174", "other_ids": {}, "num": null, "urls": [], "raw_text": "J. R. Landis and G. G. Koch. 1977. The Measurement of Observer Agreement for Categorical Data. Biometrics, 33(1):159-174.", "links": null }, "BIBREF108": { "ref_id": "b108", "title": "ROUGE: A Package for Automatic Evaluation of Summaries", "authors": [ { "first": "C", "middle": [], "last": "Lin", "suffix": "" } ], "year": 2004, "venue": "Proceedings of Workshop on Text Summarization Branches Out, Post-Conference Workshop of Association for Computational Linguistics", "volume": "", "issue": "", "pages": "74--81", "other_ids": {}, "num": null, "urls": [], "raw_text": "C. Lin. 2004. ROUGE: A Package for Automatic Evaluation of Summaries. In Proceedings of Workshop on Text Summarization Branches Out, Post-Conference Workshop of Association for Computational Linguistics, pages 74-81, Barcelona, Spain.", "links": null }, "BIBREF109": { "ref_id": "b109", "title": "Towards relational POMDPs for adaptive dialogue management", "authors": [ { "first": "P", "middle": [], "last": "Lison", "suffix": "" } ], "year": 2010, "venue": "Proceedings of the ACL 2010 Student Research Workshop", "volume": "", "issue": "", "pages": "7--12", "other_ids": {}, "num": null, "urls": [], "raw_text": "P. Lison. 2010. Towards relational POMDPs for adaptive dialogue management. In Proceedings of the ACL 2010 Student Research Workshop, pages 7-12.", "links": null }, "BIBREF110": { "ref_id": "b110", "title": "A New Approach to Improving Multilingual Summarization using a Genetic Algorithm", "authors": [ { "first": "M", "middle": [], "last": "Litvak", "suffix": "" }, { "first": "M", "middle": [], "last": "Last", "suffix": "" }, { "first": "M", "middle": [], "last": "Friedman", "suffix": "" } ], "year": 2010, "venue": "Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics", "volume": "", "issue": "", "pages": "927--936", "other_ids": {}, "num": null, "urls": [], "raw_text": "M. Litvak, M. Last, and M. Friedman. 2010. A New Approach to Improving Multilingual Summarization using a Genetic Algorithm. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 927-936. ACL.", "links": null }, "BIBREF111": { "ref_id": "b111", "title": "Advances in Automatic Text Summarization", "authors": [ { "first": "I", "middle": [], "last": "Mani", "suffix": "" }, { "first": "M", "middle": [ "T" ], "last": "Maybury", "suffix": "" } ], "year": 1999, "venue": "MALLET: A Machine Learning for Language Toolkit", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "I. Mani and M. T. Maybury, 1999. Advances in Automatic Text Summarization. MIT Press. A. K. McCallum. 2002. MALLET: A Machine Learning for Language Toolkit.", "links": null }, "BIBREF112": { "ref_id": "b112", "title": "Accelerating exact k-means algorithms with geometric reasoning", "authors": [ { "first": "D", "middle": [], "last": "Pelleg", "suffix": "" }, { "first": "A", "middle": [], "last": "Moore", "suffix": "" } ], "year": 1999, "venue": "Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining", "volume": "", "issue": "", "pages": "277--281", "other_ids": {}, "num": null, "urls": [], "raw_text": "D. Pelleg and A. Moore. 1999. Accelerating exact k-means algorithms with geometric reasoning. In Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, pages 277-281. ACM.", "links": null }, "BIBREF113": { "ref_id": "b113", "title": "IIIT Hyderabad at DUC", "authors": [ { "first": "P", "middle": [], "last": "Pingali", "suffix": "" }, { "first": "R", "middle": [ "K" ], "last": "", "suffix": "" }, { "first": "V", "middle": [], "last": "Varma", "suffix": "" } ], "year": 2007, "venue": "Proceedings of the Document Understanding Conference", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "P. Pingali, R. K, and V. Varma. 2007. IIIT Hyderabad at DUC 2007. In Proceedings of the Document Understanding Conference, Rochester, USA. NIST.", "links": null }, "BIBREF114": { "ref_id": "b114", "title": "Markov Decision Processes-Discrete Stochastic Dynamic Programming", "authors": [ { "first": "M", "middle": [ "L" ], "last": "Puterman", "suffix": "" } ], "year": 1994, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "M. L. Puterman. 1994. Markov Decision Processes-Discrete Stochastic Dynamic Programming.", "links": null }, "BIBREF116": { "ref_id": "b116", "title": "Framework of Automatic Text Summarization Using Reinforcement Learning. !\"#$%$&'()*+,-./01)EMNLP-CoNLL 2012", "authors": [ { "first": "S", "middle": [], "last": "Ryang", "suffix": "" }, { "first": "T", "middle": [], "last": "Abekawa", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "256--265", "other_ids": {}, "num": null, "urls": [], "raw_text": "S. Ryang and T. Abekawa: Framework of Automatic Text Summarization Using Reinforcement Learning. !\"#$%$&'()*+,-./01)EMNLP-CoNLL 2012, pages 256-265, Jeju Island, Korea.", "links": null }, "BIBREF117": { "ref_id": "b117", "title": "FastSum: Fast and Accurate Query-based Multi-document Summarization", "authors": [ { "first": "F", "middle": [], "last": "Schilder", "suffix": "" }, { "first": "R", "middle": [], "last": "Kondadadi", "suffix": "" } ], "year": 2008, "venue": "Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies", "volume": "", "issue": "", "pages": "205--208", "other_ids": {}, "num": null, "urls": [], "raw_text": "F. Schilder and R. Kondadadi. 2008. FastSum: Fast and Accurate Query-based Multi-document Summarization. In Proceedings of the 46th Annual Meeting of the Association for Comput- ational Linguistics on Human Language Technologies, pages 205-208. ACL.", "links": null }, "BIBREF119": { "ref_id": "b119", "title": "Reinforcement Learning: An Introduction", "authors": [ { "first": "R", "middle": [ "S" ], "last": "Sutton", "suffix": "" }, { "first": "A", "middle": [ "G" ], "last": "Barto", "suffix": "" } ], "year": 1998, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "R. S. Sutton and A. G. Barto. 1998. Reinforcement Learning: An Introduction. The MIT Press, Cambridge, Massachusetts, London, England.", "links": null }, "BIBREF120": { "ref_id": "b120", "title": "Using POMDPs for dialog management", "authors": [ { "first": "S", "middle": [], "last": "Young", "suffix": "" } ], "year": 2006, "venue": "Proceedings of the 1st IEEE/ACL Workshop on Spoken Language Technologies (SLT06)", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "S. Young. 2006. Using POMDPs for dialog management. 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