Reasoning about Quantities in Natural Language Subhro Roy, Tim Vieira, Dan Roth PDF (presented at NAACL 2015)
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment Sourav Dutta, Gerhard Weikum PDF (presented at EMNLP 2015)
Efficient Inference and Structured Learning for Semantic Role Labeling Oscar Täckström, Kuzman Ganchev, Dipanjan Das PDF (presented at ACL 2015)
SPRITE: Generalizing Topic Models with Structured Priors Michael J. Paul, Mark Dredze PDF (presented at NAACL 2015)
A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment Jing Wang, Mohit Bansal, Kevin Gimpel, Brian D. Ziebart, Clement T. Yu PDF (presented at NAACL 2015)
Which Step Do I Take First? Troubleshooting with Bayesian Models Annie Louis, Mirella Lapata PDF (presented at EMNLP 2015)
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars Hua He, Jimmy Lin, Adam Lopez PDF (presented at NAACL 2015)
Erratum: “Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment” Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson Erratum PDF Original paper
A Bayesian Model of Grounded Color Semantics Brian McMahan, Matthew Stone PDF (presented at NAACL 2015)
Exploiting Parallel News Streams for Unsupervised Event Extraction Congle Zhang, Stephen Soderland, Daniel S. Weld PDF (presented at ACL 2015)
Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents Yufan Guo, Roi Reichart, Anna Korhonen PDF (presented at NAACL 2015)
An Unsupervised Method for Uncovering Morphological Chains Karthik Narasimhan, Regina Barzilay, Tommi Jaakkola PDF (presented at ACL 2015)
Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation Rico Sennrich PDF (presented at EMNLP 2015)
From Visual Attributes to Adjectives through Decompositional Distributional Semantics Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni PDF (presented at ACL 2015)
Higher-order Lexical Semantic Models for Non-factoid Answer Reranking Daniel Fried, Peter Jansen, Gustave Hahn-Powell, Mihai Surdeanu, Peter Clark PDF (presented at ACL 2015)
Improving Distributional Similarity with Lessons Learned from Word Embeddings Omer Levy, Yoav Goldberg, Ido Dagan PDF (presented at ACL 2015)
Combining Minimally-supervised Methods for Arabic Named Entity Recognition Maha Althobaiti, Udo Kruschwitz, Massimo Poesio PDF (presented at EMNLP 2015)
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary Jayant Krishnamurthy, Tom M. Mitchell PDF (presented at ACL 2015)
Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks Haitong Yang, Tao Zhuang, Chengqing Zong PDF (presented at ACL 2015)
Problems in Current Text Simplification Research: New Data Can Help Wei Xu, Chris Callison-Burch, Courtney Napoles PDF (presented at EMNLP 2015)
Improving Topic Models with Latent Feature Word Representations Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson PDF (presented at EMNLP 2015) erratum (prior PDF)
Design Challenges for Entity Linking Xiao Ling, Sameer Singh, Daniel S. Weld PDF (presented at ACL 2015)
One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations Yangfeng Ji, Jacob Eisenstein PDF (presented at EMNLP 2015)
From Paraphrase Database to Compositional Paraphrase Model and Back John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, Dan Roth PDF (presented at EMNLP 2015) Erratum (prior PDF)
A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic Analysis Wolfgang Seeker, Özlem Çetinoğlu PDF (presented at EMNLP 2015)
Deriving Boolean Structures from Distributional Vectors Germán Kruszewski, Denis Paperno, Marco Baroni PDF (presented at EMNLP 2015)
Unsupervised Lexicon Discovery from Acoustic Input Chia-ying Lee, Timothy J. O'Donnell, James Glass PDF (presented at ACL 2016)
Latent Structures for Coreference Resolution Sebastian Martschat, Michael Strube PDF (presented at EMNLP 2015)
Unsupervised Identification of Translationese Ella Rabinovich, Shuly Wintner PDF (presented at EMNLP 2015)
Modeling Word Forms Using Latent Underlying Morphs and Phonology Ryan Cotterell, Nanyun Peng, Jason Eisner PDF (presented at ACL 2015)
Context-aware Frame-Semantic Role Labeling Michael Roth, Mirella Lapata PDF (presented at EMNLP 2015)
Learning Structural Kernels for Natural Language Processing Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia PDF (presented at EMNLP 2015)
Semantic Proto-Roles Drew Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, Benjamin Van Durme PDF (presented at EMNLP 2015)
Approximation-Aware Dependency Parsing by Belief Propagation Matthew R. Gormley, Mark Dredze, Jason Eisner PDF (presented at EMNLP 2015)
Plato: A Selective Context Model for Entity Resolution Nevena Lazic, Amarnag Subramanya, Michael Ringgaard, Fernando Pereira PDF (presented at ACL 2016)
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution Bishan Yang, Claire Cardie, Peter Frazier PDF (presented at NAACL 2016)
Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis Claudio Delli Bovi, Luca Telesca, Roberto Navigli PDF (presented at ACL 2016)
Imitation Learning of Agenda-based Semantic Parsers Jonathan Berant, Percy Liang PDF (presented at NAACL 2016)
Semantic Parsing of Ambiguous Input through Paraphrasing and Verification Philip Arthur, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura PDF (presented at NAACL 2016)
Parsing Algebraic Word Problems into Equations Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ashish Sabharwal, Oren Etzioni, Siena Dumas Ang PDF (presented at NAACL 2016)