nlp-private:bibliography [CS Wiki]

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+Back to [[Active Learning for Annotation]] home page
+[[Instructions for using the bibliography template]]
+==New==
+* [http://citeseer.ist.psu.edu/cache/papers/cs/2799/http:zSzzSzwww.cs.cmu.eduzSz~mccallumzSzpaperszSzemactive-icml98s.pdf/mccallum98employing.pdf] AL for Document classification
+* [http://citeseer.ist.psu.edu/matan95site.html On-site learning] Ofer, 1995. This presents what appears to be EVSI.
+* [http://acl.ldc.upenn.edu/N/N07/N07-2028.pdf Efficient Computation of Entropy Gradient for
+Semi-Supervised Conditional Random Fields]. See also Expectation Regularization ICML '07.
+* S. Kim, Y. Song, K. Kim, J.-W. Cha, and G. G. Lee. 2006.
+Mmr-based active machine learning for bio named entity
+recognition. In HLT/NAACL
+* [http://arxiv.org/PS_cache/cmp-lg/pdf/9504/9504002v2.pdf] Tagset Design and Inflected Languages - David Elworthy
+* [http://acl.ldc.upenn.edu/I/I05/I05-3005.pdf] Morphological features help POS tagging of unknown words across language varieties - Tseng, Jurafsky, Manning
+* [http://acl.ldc.upenn.edu/P/P05/P05-1071.pdf] Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell Swoop - Habash, Rambow
+==Annotated==
+# James [[Active Learning with Statistical Models]] -- David A. Cohn, Zoubin Ghahramani, Michael I. Jordan
+# Robbie [[Tagging English Text with a Probabilistic Model]] -- Bernard Merialdo
+#	Robbie  [[Classifier Combination for Improved Lexical Disambiguation]] -- Eric Brill, Jun Wu
+#	Marc [[Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking]] -- Grace Ngai and David Yarowsky
+# Marc [[Statistical Translation With Scarce Resources: A South African Case Study]] -- Kato Ronald and Etienne Barnard, 2006
+#	Eric [[Minimizing Manual Annotation Cost In Supervised Training From Corpora]] -- Sean P. Engelson, Ido Dagan
+# Kevin [[Applied Statistical Decision Theory]] -- Raiffa, H. and Schlaiffer, R, 1967.
+# Peter [[Arabic Tokenization, POS Tagging and Morphological_Disambiguation]] -- Nizar Habash, Owen Ranbow ACL 2005
+# Peter [[Morphological Features Help POS Tagging of Unknown Words Across Language Varieites]] -- Huihsin Tseng, Daniel Jurafsky, Christopher Manning ACL SIGHAN 2005
+# Peter [[APT: Arabic Part-of-speech Tagger]] -- Shereen Khoja
+# Peter [[Tagset Design and Inflected Languages]] -- David Elworthy 1995
+==Unclaimed==
+===Part-of-Speech Tagging===
+#	[[Conditional Random Fields: Probabilistic Models for Segmenting Labeling Sequence Data]] -- John Lafferty, Andrew McCallum, Fernando Pereira
+===Active Learning===
+#	[[Selective Sampling Using the Query by Committee Algorithm]] -- Yoav Freund, H. Sebastian Seung, Eli Shamir Naftali Tishby
+#	"[[Does Active Learning Help Automatic Dialog Act Tagging in Meeting Data]]" -- Anand Venkataraman, Yang Liu, Elizabeth Shriberg, Andreas Stolcke
+#	"[[Combining active and semi-supervised learning for spoken language understanding]]," G. Tur, D. Tur, and R.E. Schapire, Speech Communication, vol. 45, pp. 171-186, 2005.
+#	"Mixed-Initiative Development of Language Processing Systems" -- David Day, John Aberdeen, Lynette Hirschman, Robyn Kozierok, Patricia Robinson and Marc Vilain [http://www.mitre.org/tech/alembic-workbench/ANLP97-bigger.html]
+#       "Toward Optimal Active Learning through Sampling Estimation of Error Reduction" -- Nichols Roy, Andrew McCallum
+#       "Active Learning for Statistical Natural Language Parsing" -- Min Tang, Xiaoqiang Luo, Salim Roukos
+#       Query by Uncertainty. Lewis & Catleett, 1994
+#       Schohn & Cohn, 2000
+#       Pierce & Cardie, 2003
+#       G. Lucarelli and I. Androutsopoulos, "[[A Greek Named-Entity Recognizer that Uses Support Vector Machines and Active Learning]]". In Proceedings of the 4th Hellenic Conference on Artificial Intelligence (SETN 2006), Heraklion, Greece, 2006.
+#       [[MULTI-CRITERIA-BASED ACTIVE LEARNING FOR NAMED ENTITY RECOGNITION]]. Dan SHEN, Jie ZHANG, Jian SU, Guodong ZHOU and Chew-Lim TAN.  ACL 2004.
+#       S. Tong and D. Koller. 2000. [[Support Vector Machine Active Learning with Applications to Text Classification]]. In Proc. of ICML, pp. 999-1006.
+#       A. McCallum and K. Nigam.1998. Employing EM and pool-based active learning for text classification. In Proc. of ICML.
+#       A Weakly Supervised Learning Approach for Spoken Language Understanding
+Wei-Lin Wu, Ru-Zhan Lu, Jian-Yong Duan, Hui Liu, Feng Gao, Yu-Quan Chen.  EMNLP 2006.
+#       Cohn, D. A., Ghahramani, Z., & Jordan, M. I. (1996). Active                                                                                       learning with statistical models. Journal of Artiﬁcial Intelligence Research, 4, 129–145.("Statistically Optimal")
+#       Whitehead, 1991 "Whitehead [Whi91] showed that random exploration in a deterministic world was yields a learning time that is exponential in the number of states. Thrun [Thr92] showed that directed exploration can learn in time that is polynomial in the number of states for deterministic environments."
+#       Linden & Weber, 1993
+#       Schmidhuber \& Storch, 1993
+#       Query by Uncertainty or QBU (Thrun \& Moller, 1992)
+#       Theory of optimal experiments V.V. Fedorov 1972 Academic press
+#       On a measure of the information provided by an experiment', D.V.Lindley 1956 Ann. Math. Statist. 27, 986-1005
+==Claimed==
+#	Robbie [[Bootstrapping a Multilingual Part-of-speech Tagger in One Person-day]] -- Silviu Cucerzan, David Yarowsky
+#	Eric [[Active Learning for Natural Language Parsing Information Extraction]] -- Cynthia A. Thompson, Mary Elaine Califf, Raymond J. Mooney
+#	James [[Selective Sampling In Natural Language Learning]] -- Ido Dagan, Sean P. Engelson
+#	James [[Committee-Based Sample Selection for Probabilistic Classifiers]] -- Shlomo Argamon-Engelson, Ido Dagan
+#	James [[Active Learning for Hidden Markov Models: Objective Functions and Algorithms]] -- Brigham Anderson, Andrew Moore
+#	George [[Sequence Selection for Active Learning]] -- Brigham Anderson, Sajid Siddiqi, Andrew Moore
+#	George [[Query by Committee]] -- H. S. Seung, M. Opper, H. Sompolinsky
+#	Kevin [[Part-Of-Speech Tagging With Neural Networks]] -- Hehnut Schmid
+#	Kevin [[Part-Of-Speech Tagging Using A Variable Memory Markov Model]] -- Hinrich Schuetze, Yoram Singer
+#	Kevin [[TnT -- A Statistical Part-of-Speech Tagger]] -- Thorsten Brants
+#	Peter [[Improving Generalization With Active Learning]] -- D A. Cohn, L. Atlas, R. Ladner
+#	Deryle [[Deterministic Part-of-Speech Tagging with Finite-State Transducers]] -- Emmanuel Roche, Yves Schabes
+#	Deryle [[Unsupervised Learning of Disambiguation Rules for Part of Speech Tagging]] -- Eric Brill
+#	Deryle [[Combining Linguistic Knowledge Statistical Learning in French Part-of-Spreech Tagging]] -- Evelyne Tzoukermann, Dragomir R. Radev, William A. Gale
+#	Deryle [[A Memory-Based Approach to Learning Shallow Natural Language Patterns]] -- Shlomo Argamon, Ido Dagan, Yuval Krymolowski

nlp-private/bibliography.txt · Last modified: 2015/04/22 14:45 by ryancha

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