| 2010 | A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation. | Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan |
| 2010 | A Hybrid Approach to Emotional Sentence Polarity and Intensity Classification. | Jorge Carrillo de Albornoz, Laura Plaza, Pablo Gervs |
| 2009 | Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing. | Hai Zhao, Wenliang Chen, Chunyu Kit, Guodong Zhou |
| 2009 | Multilingual Dependency Learning: Exploiting Rich Features for Tagging Syntactic and Semantic Dependencies. | Hai Zhao, Wenliang Chen, Jun'ichi Kazama, Kiyotaka Uchimoto, Kentaro Torisawa |
| 2009 | A Simple Generative Pipeline Approach to Dependency Parsing and Semantic Role Labeling. | Daniel Zeman |
| 2009 | Improving Text Classification by a Sense Spectrum Approach to Term Expansion. | Peter Wittek, Sndor Darnyi, Chew Lim Tan |
| 2009 | Multilingual Syntactic-Semantic Dependency Parsing with Three-Stage Approximate Max-Margin Linear Models. | Yotaro Watanabe, Masayuki Asahara, Yuji Matsumoto |
| 2009 | A simple feature-copying approach for long-distance dependencies. | Marc B. Vilain, Jonathan Huggins, Ben Wellner |
| 2009 | New Features for FrameNet - WordNet Mapping. | Sara Tonelli, Daniele Pighin |
| 2009 | A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models. | Buzhou Tang, Lu Li, Xinxin Li, Xuan Wang, Xiaolong Wang |
| 2009 | Multilingual Semantic Parsing with a Pipeline of Linear Classifiers. | Oscar Tckstrm |
| 2009 | Data-Driven Dependency Parsing of New Languages Using Incomplete and Noisy Training Data. | Kathrin Spreyer, Jonas Kuhn |
| 2009 | Lexical Patterns or Dependency Patterns: Which Is Better for Hypernym Extraction? | Erik F. Tjong Kim Sang, Katja Hofmann |
| 2009 | Interactive Feature Space Construction using Semantic Information. | Dan Roth, Kevin Small |
| 2009 | Parsing Syntactic and Semantic Dependencies for Multiple Languages with A Pipeline Approach. | Han Ren, Donghong Ji, Jing Wan, Mingyao Zhang |
| 2009 | The NVI Clustering Evaluation Measure. | Roi Reichart, Ari Rappoport |
| 2009 | Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser. | Roi Reichart, Ari Rappoport |
| 2009 | Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures. | Roi Reichart, Ari Rappoport |
| 2009 | Design Challenges and Misconceptions in Named Entity Recognition. | Lev-Arie Ratinov, Dan Roth |
| 2009 | Efficient Linearization of Tree Kernel Functions. | Daniele Pighin, Alessandro Moschitti |
| 2009 | Mining the Web for Reciprocal Relationships. | Michael J. Paul, Roxana Girju, Chen Li |
| 2009 | An Intrinsic Stopping Criterion for Committee-Based Active Learning. | Fredrik Olsson, Katrin Tomanek |
| 2009 | Learning Where to Look: Modeling Eye Movements in Reading. | Mattias Nilsson, Joakim Nivre |
| 2009 | The Crotal SRL System : a Generic Tool Based on Tree-structured CRF. | Erwan Moreau, Isabelle Tellier |
| 2009 | A Metalearning Approach to Processing the Scope of Negation. | Roser Morante, Walter Daelemans |