Conditional Random Field Autoencoders for Unsupervised Structured Prediction
暂无分享,去创建一个
[1] Noah A. Smith,et al. Contrastive Estimation: Training Log-Linear Models on Unlabeled Data , 2005, ACL.
[2] Veselin Stoyanov,et al. Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure , 2011, AISTATS.
[3] Slav Petrov,et al. A Universal Part-of-Speech Tagset , 2011, LREC.
[4] Hermann Ney,et al. A Systematic Comparison of Various Statistical Alignment Models , 2003, CL.
[5] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[6] Junji Yamato,et al. Recognizing human action in time-sequential images using hidden Markov model , 1992, Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[7] Andrew McCallum,et al. Alternating Projections for Learning with Expectation Constraints , 2009, UAI.
[8] Noah A. Smith,et al. A Simple, Fast, and Effective Reparameterization of IBM Model 2 , 2013, NAACL.
[9] Vladimir Eidelman,et al. cdec: A Decoder, Alignment, and Learning Framework for Finite- State and Context-Free Translation Models , 2010, ACL.
[10] Alon Lavie,et al. Unsupervised Word Alignment with Arbitrary Features , 2011, ACL.
[11] Salim Roukos,et al. Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.
[12] Yee Whye Teh,et al. A fast and simple algorithm for training neural probabilistic language models , 2012, ICML.
[13] Hal Daumé,et al. Unsupervised search-based structured prediction , 2009, ICML '09.
[14] T. Minka. Discriminative models, not discriminative training , 2005 .
[15] Robert L. Mercer,et al. The Mathematics of Statistical Machine Translation: Parameter Estimation , 1993, CL.
[16] Robert L. Mercer,et al. Class-Based n-gram Models of Natural Language , 1992, CL.
[17] Andrew McCallum,et al. High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models , 2010, ICML.
[18] M. Borodovsky,et al. GeneMark.hmm: new solutions for gene finding. , 1998, Nucleic acids research.
[19] Dan Klein,et al. Prototype-Driven Learning for Sequence Models , 2006, NAACL.
[20] Bernard Mérialdo,et al. Tagging English Text with a Probabilistic Model , 1994, CL.
[21] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[22] Daphne Koller,et al. Non-Local Contrastive Objectives , 2010, ICML.
[23] Phil Blunsom,et al. Discriminative Word Alignment with Conditional Random Fields , 2006, ACL.
[24] Daniel Marcu,et al. Statistical Phrase-Based Translation , 2003, NAACL.
[25] Stephan Vogel,et al. Parallel Implementations of Word Alignment Tool , 2008, SETQALNLP.
[26] Ben Taskar,et al. Posterior Regularization for Structured Latent Variable Models , 2010, J. Mach. Learn. Res..
[27] Mark Johnson,et al. Why Doesn’t EM Find Good HMM POS-Taggers? , 2007, EMNLP.
[28] Frederick Jelinek,et al. Statistical methods for speech recognition , 1997 .
[29] Pedro M. Domingos,et al. Joint Unsupervised Coreference Resolution with Markov Logic , 2008, EMNLP.
[30] Sravana Reddy,et al. Substring-based Transliteration with Conditional Random Fields , 2009, NEWS@IJCNLP.
[31] C. Elkan,et al. Unsupervised learning of multiple motifs in biopolymers using expectation maximization , 1995, Machine Learning.
[32] Yoram Singer,et al. Adaptive Subgradient Methods for Online Learning and Stochastic Optimization , 2011, J. Mach. Learn. Res..
[33] Sebastian Riedel,et al. The CoNLL 2007 Shared Task on Dependency Parsing , 2007, EMNLP.
[34] Jun Suzuki,et al. Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data , 2008, ACL.
[35] Dan Klein,et al. Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency , 2004, ACL.
[36] Chris Dyer,et al. The CMU Submission for the Shared Task on Language Identification in Code-Switched Data , 2014, CodeSwitch@EMNLP.
[37] Pietro Perona,et al. Unsupervised Learning of Models for Recognition , 2000, ECCV.
[38] Christopher D. Manning,et al. Learning Continuous Phrase Representations and Syntactic Parsing with Recursive Neural Networks , 2010 .
[39] Julia Hirschberg,et al. V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure , 2007, EMNLP.
[40] John DeNero,et al. Painless Unsupervised Learning with Features , 2010, NAACL.
[41] Hermann Ney,et al. HMM-Based Word Alignment in Statistical Translation , 1996, COLING.
[42] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[43] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[44] Percy Liang,et al. Semi-Supervised Learning for Natural Language , 2005 .
[45] Sabine Buchholz,et al. CoNLL-X Shared Task on Multilingual Dependency Parsing , 2006, CoNLL.
[46] Miles Osborne,et al. Statistical Machine Translation , 2010, Encyclopedia of Machine Learning and Data Mining.