| 2013 | A Boosted Semi-Markov Perceptron. Tomoya Iwakura |
| 2013 | A Non-Monotonic Arc-Eager Transition System for Dependency Parsing. Matthew Honnibal, Yoav Goldberg, Mark Johnson |
| 2013 | Acquisition of Desires before Beliefs: A Computional Investigation. Libby Barak, Afsaneh Fazly, Suzanne Stevenson |
| 2013 | Analysis of Stopping Active Learning based on Stabilizing Predictions. Michael Bloodgood, John Grothendieck |
| 2013 | Better Word Representations with Recursive Neural Networks for Morphology. Thang Luong, Richard Socher, Christopher D. Manning |
| 2013 | Collapsed Variational Bayesian Inference for PCFGs. Pengyu Wang, Phil Blunsom |
| 2013 | Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition. Alona Fyshe, Brian Murphy, Partha Pratim Talukdar, Tom M. Mitchell |
| 2013 | Dynamic Knowledge-Base Alignment for Coreference Resolution. Jiaping Zheng, Luke Vilnis, Sameer Singh, Jinho D. Choi, Andrew McCallum |
| 2013 | Exploiting multiple hypotheses for Multilingual Spoken Language Understanding. Marcos Calvo, Fernando García, Lluís F. Hurtado, Santiago Jiménez, Emilio Sanchis |
| 2013 | Frame Semantics for Stance Classification. Kazi Saidul Hasan, Vincent Ng |
| 2013 | Graph-Based Posterior Regularization for Semi-Supervised Structured Prediction. Luheng He, Jennifer Gillenwater, Ben Taskar |
| 2013 | Hidden Markov tree models for semantic class induction. Edouard Grave, Guillaume Obozinski, Francis R. Bach |
| 2013 | Improving Pointwise Mutual Information (PMI) by Incorporating Significant Co-occurrence. Om P. Damani |
| 2013 | Learning Adaptable Patterns for Passage Reranking. Aliaksei Severyn, Massimo Nicosia, Alessandro Moschitti |
| 2013 | Multilingual WSD-like Constraints for Paraphrase Extraction. Wilker Aziz, Lucia Specia |
| 2013 | Online Active Learning for Cost Sensitive Domain Adaptation. Min Xiao, Yuhong Guo |
| 2013 | Philosophers are Mortal: Inferring the Truth of Unseen Facts. Gabor Angeli, Christopher D. Manning |
| 2013 | Polyglot: Distributed Word Representations for Multilingual NLP. Rami Al-Rfou', Bryan Perozzi, Steven Skiena |
| 2013 | Proceedings of the Seventeenth Conference on Computational Natural Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013 Julia Hockenmaier, Sebastian Riedel |
| 2013 | Sentence Compression with Joint Structural Inference. Kapil Thadani, Kathleen R. McKeown |
| 2013 | Separating Disambiguation from Composition in Distributional Semantics. Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Stephen Pulman |
| 2013 | Spectral Learning of Refinement HMMs. Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins |
| 2013 | Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields. Teemu Ruokolainen, Oskar Kohonen, Sami Virpioja, Mikko Kurimo |
| 2013 | Terminology Extraction Approaches for Product Aspect Detection in Customer Reviews. Jürgen Broß, Heiko Ehrig |
| 2013 | Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus. Xiaodong Liu, Kevin Duh, Yuji Matsumoto |
| 2013 | Towards Robust Linguistic Analysis using OntoNotes. Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Hwee Tou Ng, Anders Björkelund, Olga Uryupina, Yuchen Zhang, Zhi Zhong |