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Publications of "Ivan Titov" ( http://dblp.L3S.de/Authors/Ivan_Titov )

  Author page on DBLP  Author page in RDF  Community of Ivan Titov in ASPL-2

Publication years (Num. hits)
2005-2009 (15) 2010-2013 (19) 2014-2017 (28) 2018-2019 (44)
Publication types (Num. hits)
article(43) incollection(1) inproceedings(61) proceedings(1)
Venues (Conferences, Journals, ...)
CoRR(37) ACL (1)(12) ACL(6) CoNLL(6) EMNLP(4) COLING(3) HLT-NAACL(3) ICLR (Workshop)(3) TACL(3) AISTATS(2) Computational Linguistics(2) EACL(2) IJCAI(2) NAACL-HLT (1)(2) *SEM@NAACL-HLT(1) ACL (2)(1) More (+10 of total 33)
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Results
Found 107 publication records. Showing 106 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Nicola De Cao, Ivan Titov, Wilker Aziz Block Neural Autoregressive Flow. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Caio Corro, Ivan Titov Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Bailin Wang, Ivan Titov, Mirella Lapata Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhifeng Hu, Serhii Havrylov, Ivan Titov, Shay B. Cohen Obfuscation for Privacy-preserving Syntactic Parsing. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Shangmin Guo, Yi Ren, Serhii Havrylov, Stella Frank, Ivan Titov, Kenny Smith The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Joost Bastings, Wilker Aziz, Ivan Titov, Khalil Sima'an Modeling Latent Sentence Structure in Neural Machine Translation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Distant Learning for Entity Linking with Automatic Noise Detection. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xinchi Chen, Chunchuan Lyu, Ivan Titov Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Chunchuan Lyu, Shay B. Cohen, Ivan Titov Semantic Role Labeling with Iterative Structure Refinement. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Arthur Brazinskas, Mirella Lapata, Ivan Titov Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, Rico Sennrich, Ivan Titov The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, Rico Sennrich, Ivan Titov When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Boosting Entity Linking Performance by Leveraging Unlabeled Documents. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Joost Bastings, Wilker Aziz, Ivan Titov Interpretable Neural Predictions with Differentiable Binary Variables. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Biao Zhang, Ivan Titov, Rico Sennrich Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Diego Marcheggiani, Ivan Titov Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Denis Emelin, Ivan Titov, Rico Sennrich Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, Rico Sennrich, Ivan Titov Context-Aware Monolingual Repair for Neural Machine Translation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Denis Emelin, Ivan Titov, Rico Sennrich Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts. Search on Bibsonomy WMT (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Nicola De Cao, Wilker Aziz, Ivan Titov Block Neural Autoregressive Flow. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Yang Liu 0124, Ivan Titov, Mirella Lapata Single Document Summarization as Tree Induction. Search on Bibsonomy NAACL-HLT (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Nicola De Cao, Wilker Aziz, Ivan Titov Question Answering by Reasoning Across Documents with Graph Convolutional Networks. Search on Bibsonomy NAACL-HLT (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Alexandra Birch, Barry Haddow, Ivan Titov, Antonio Valerio Miceli Barone, Rachel Bawden, Felipe Sánchez-Martínez, Mikel L. Forcada, Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Wilker Aziz, Andrew Secker, Peggy van der Kreeft Global Under-Resourced Media Translation (GoURMET). Search on Bibsonomy MTSummit (2) The full citation details ... 2019 DBLP  BibTeX  RDF
1Caio Corro, Ivan Titov Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Caio Corro, Ivan Titov Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Boosting Entity Linking Performance by Leveraging Unlabeled Documents. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, Rico Sennrich, Ivan Titov When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Distant Learning for Entity Linking with Automatic Noise Detection. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Joost Bastings, Wilker Aziz, Ivan Titov Interpretable Neural Predictions with Differentiable Binary Variables. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Diego Marcheggiani, Joost Bastings, Ivan Titov Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Caio Corro, Ivan Titov Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Nicola De Cao, Wilker Aziz, Ivan Titov Question Answering by Reasoning Across Documents with Graph Convolutional Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Improving Entity Linking by Modeling Latent Relations between Mentions. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Chunchuan Lyu, Ivan Titov AMR Parsing as Graph Prediction with Latent Alignment. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov Context-Aware Neural Machine Translation Learns Anaphora Resolution. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Diego Marcheggiani, Joost Bastings, Ivan Titov Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks. Search on Bibsonomy NAACL-HLT (2) The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling Modeling Relational Data with Graph Convolutional Networks. Search on Bibsonomy ESWC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Arthur Brazinskas, Serhii Havrylov, Ivan Titov Embedding Words as Distributions with a Bayesian Skip-gram Model. Search on Bibsonomy COLING The full citation details ... 2018 DBLP  BibTeX  RDF
1Anna Korhonen, Ivan Titov (eds.) Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018 Search on Bibsonomy CoNLL The full citation details ... 2018 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Improving Entity Linking by Modeling Latent Relations between Mentions. Search on Bibsonomy ACL (1) The full citation details ... 2018 DBLP  BibTeX  RDF
1Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov Context-Aware Neural Machine Translation Learns Anaphora Resolution. Search on Bibsonomy ACL (1) The full citation details ... 2018 DBLP  BibTeX  RDF
1Chunchuan Lyu, Ivan Titov AMR Parsing as Graph Prediction with Latent Alignment. Search on Bibsonomy ACL (1) The full citation details ... 2018 DBLP  BibTeX  RDF
1Ashutosh Modi, Ivan Titov, Vera Demberg, Asad B. Sayeed, Manfred Pinkal Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction. Search on Bibsonomy TACL The full citation details ... 2017 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Optimizing Differentiable Relaxations of Coreference Evaluation Metrics. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Diego Marcheggiani, Anton Frolov, Ivan Titov A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Arthur Brazinskas, Serhii Havrylov, Ivan Titov Embedding Words as Distributions with a Bayesian Skip-gram Model. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ashutosh Modi, Ivan Titov, Vera Demberg, Asad B. Sayeed, Manfred Pinkal Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Joost Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Serhii Havrylov, Ivan Titov Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Diego Marcheggiani, Ivan Titov Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael Sejr Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling Modeling Relational Data with Graph Convolutional Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Joost Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. Search on Bibsonomy EMNLP The full citation details ... 2017 DBLP  BibTeX  RDF
1Diego Marcheggiani, Ivan Titov Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling. Search on Bibsonomy EMNLP The full citation details ... 2017 DBLP  BibTeX  RDF
1Phong Le, Ivan Titov Optimizing Differentiable Relaxations of Coreference Evaluation Metrics. Search on Bibsonomy CoNLL The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Diego Marcheggiani, Anton Frolov, Ivan Titov A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling. Search on Bibsonomy CoNLL The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Serhii Havrylov, Ivan Titov Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Serhii Havrylov, Ivan Titov Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2017 DBLP  BibTeX  RDF
1Cuong Hoang, Khalil Sima'an, Ivan Titov Adapting to All Domains at Once: Rewarding Domain Invariance in SMT. Search on Bibsonomy TACL The full citation details ... 2016 DBLP  BibTeX  RDF
1Diego Marcheggiani, Ivan Titov Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations. Search on Bibsonomy TACL The full citation details ... 2016 DBLP  BibTeX  RDF
1Simon Suster, Ivan Titov, Gertjan van Noord Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Simon Suster, Ivan Titov, Gertjan van Noord Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. Search on Bibsonomy HLT-NAACL The full citation details ... 2016 DBLP  BibTeX  RDF
1Simon Suster, Gertjan van Noord, Ivan Titov Word Representations, Tree Models and Syntactic Functions. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Ivan Titov, Ehsan Khoddam Inducing Semantic Representation from Text by Jointly Predicting and Factorizing Relations. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2015 DBLP  BibTeX  RDF
1Ivan Titov, Ehsan Khoddam Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework. Search on Bibsonomy HLT-NAACL The full citation details ... 2015 DBLP  BibTeX  RDF
1Ashutosh Modi, Ivan Titov Learning Semantic Script Knowledge with Event Embeddings. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2014 DBLP  BibTeX  RDF
1Ivan Titov, Ehsan Khoddam Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Linlin Li 0001, Ivan Titov, Caroline Sporleder Improved Estimation of Entropy for Evaluation of Word Sense Induction. Search on Bibsonomy Computational Linguistics The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Lea Frermann, Ivan Titov, Manfred Pinkal A Hierarchical Bayesian Model for Unsupervised Induction of Script Knowledge. Search on Bibsonomy EACL The full citation details ... 2014 DBLP  BibTeX  RDF
1Ashutosh Modi, Ivan Titov Inducing Neural Models of Script Knowledge. Search on Bibsonomy CoNLL The full citation details ... 2014 DBLP  BibTeX  RDF
1Mikhail Kozhevnikov, Ivan Titov Cross-lingual Model Transfer Using Feature Representation Projection. Search on Bibsonomy ACL (2) The full citation details ... 2014 DBLP  BibTeX  RDF
1James Henderson, Paola Merlo, Ivan Titov, Gabriele Musillo Multilingual Joint Parsing of Syntactic and Semantic Dependencies with a Latent Variable Model. Search on Bibsonomy Computational Linguistics The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Marcus Rohrbach, Wei Qiu, Ivan Titov, Stefan Thater, Manfred Pinkal, Bernt Schiele Translating Video Content to Natural Language Descriptions. Search on Bibsonomy ICCV The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Martha Palmer, Ivan Titov, Shumin Wu Semantic Role Labeling. Search on Bibsonomy HLT-NAACL The full citation details ... 2013 DBLP  BibTeX  RDF
1Mikhail Kozhevnikov, Ivan Titov Bootstrapping Semantic Role Labelers from Parallel Data. Search on Bibsonomy *SEM@NAACL-HLT The full citation details ... 2013 DBLP  BibTeX  RDF
1Nikos Engonopoulos, Martin Villalba, Ivan Titov, Alexander Koller Predicting the Resolution of Referring Expressions from User Behavior. Search on Bibsonomy EMNLP The full citation details ... 2013 DBLP  BibTeX  RDF
1Mikhail Kozhevnikov, Ivan Titov Cross-lingual Transfer of Semantic Role Labeling Models. Search on Bibsonomy ACL (1) The full citation details ... 2013 DBLP  BibTeX  RDF
1Angeliki Lazaridou, Ivan Titov, Caroline Sporleder A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations. Search on Bibsonomy ACL (1) The full citation details ... 2013 DBLP  BibTeX  RDF
1Ivan Titov, Alexandre Klementiev A Bayesian Approach to Unsupervised Semantic Role Induction. Search on Bibsonomy EACL The full citation details ... 2012 DBLP  BibTeX  RDF
1Ivan Titov, Alexandre Klementiev Semi-Supervised Semantic Role Labeling: Approaching from an Unsupervised Perspective. Search on Bibsonomy COLING The full citation details ... 2012 DBLP  BibTeX  RDF
1Alexandre Klementiev, Ivan Titov, Binod Bhattarai Inducing Crosslingual Distributed Representations of Words. Search on Bibsonomy COLING The full citation details ... 2012 DBLP  BibTeX  RDF
1Ivan Titov, Alexandre Klementiev Crosslingual Induction of Semantic Roles. Search on Bibsonomy ACL (1) The full citation details ... 2012 DBLP  BibTeX  RDF
1Ivan Titov, Alexandre Klementiev A Bayesian Model for Unsupervised Semantic Parsing. Search on Bibsonomy ACL The full citation details ... 2011 DBLP  BibTeX  RDF
1Ivan Titov Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation. Search on Bibsonomy ACL The full citation details ... 2011 DBLP  BibTeX  RDF
1Ivan Titov, Alexandre Klementiev, Kevin Small, Dan Roth Unsupervised Aggregation for Classification Problems with Large Numbers of Categories. Search on Bibsonomy AISTATS The full citation details ... 2010 DBLP  BibTeX  RDF
1James Henderson, Ivan Titov Incremental Sigmoid Belief Networks for Grammar Learning. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2010 DBLP  BibTeX  RDF
1Ivan Titov, James Henderson A Latent Variable Model for Generative Dependency Parsing. Search on Bibsonomy Trends in Parsing Technology The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Minwoo Jeong, Ivan Titov Multi-document topic segmentation. Search on Bibsonomy CIKM The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Ivan Titov, Mikhail Kozhevnikov Bootstrapping Semantic Analyzers from Non-Contradictory Texts. Search on Bibsonomy ACL The full citation details ... 2010 DBLP  BibTeX  RDF
1Minwoo Jeong, Ivan Titov Unsupervised Discourse Segmentation of Documents with Inherently Parallel Structure. Search on Bibsonomy ACL (Short Papers) The full citation details ... 2010 DBLP  BibTeX  RDF
1Dan Roth, Kevin Small, Ivan Titov Sequential Learning of Classifiers for Structured Prediction Problems. Search on Bibsonomy AISTATS The full citation details ... 2009 DBLP  BibTeX  RDF
1Andrea Gesmundo, James Henderson, Paola Merlo, Ivan Titov A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages. Search on Bibsonomy CoNLL Shared Task The full citation details ... 2009 DBLP  BibTeX  RDF
1Alexandre Klementiev, Dan Roth, Kevin Small, Ivan Titov Unsupervised Rank Aggregation with Domain-Specific Expertise. Search on Bibsonomy IJCAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Ivan Titov, James Henderson, Paola Merlo, Gabriele Musillo Online Graph Planarisation for Synchronous Parsing of Semantic and Syntactic Dependencies. Search on Bibsonomy IJCAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Ivan Titov, Ryan T. McDonald Modeling Online Reviews with Multi-grain Topic Models Search on Bibsonomy CoRR The full citation details ... 2008 DBLP  BibTeX  RDF
1Ivan Titov, Ryan T. McDonald Modeling online reviews with multi-grain topic models. Search on Bibsonomy WWW The full citation details ... 2008 DBLP  DOI  BibTeX  RDF clustering, topic models, opinion mining
1James Henderson, Paola Merlo, Gabriele Musillo, Ivan Titov A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies. Search on Bibsonomy CoNLL The full citation details ... 2008 DBLP  BibTeX  RDF
1Ivan Titov, Ryan T. McDonald A Joint Model of Text and Aspect Ratings for Sentiment Summarization. Search on Bibsonomy ACL The full citation details ... 2008 DBLP  BibTeX  RDF
1Ivan Titov, James Henderson A Latent Variable Model for Generative Dependency Parsing. Search on Bibsonomy IWPT The full citation details ... 2007 DBLP  BibTeX  RDF
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