| 2006 | A Context Pattern Induction Method for Named Entity Extraction. Partha Pratim Talukdar, Thorsten Brants, Mark Y. Liberman, Fernando C. N. Pereira |
| 2006 | A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora. Michaela Atterer, Hinrich Schütze |
| 2006 | A Mission for Computational Natural Language Learning. Walter Daelemans |
| 2006 | A Pipeline Model for Bottom-Up Dependency Parsing. Ming-Wei Chang, Quang Do, Dan Roth |
| 2006 | Applying Alternating Structure Optimization to Word Sense Disambiguation. Rie Kubota Ando |
| 2006 | Can Human Verb Associations Help Identify Salient Features for Semantic Verb Classification? Sabine Schulte im Walde |
| 2006 | CoNLL-X Shared Task on Multilingual Dependency Parsing. Sabine Buchholz, Erwin Marsi |
| 2006 | Dependency Parsing Based on Dynamic Local Optimization. Ting Liu, Jinshan Ma, Huijia Zhu, Sheng Li |
| 2006 | Dependency Parsing as a Classication Problem. Deniz Yuret |
| 2006 | Dependency Parsing by Inference over High-recall Dependency Predictions. Sander Canisius, Toine Bogers, Antal van den Bosch, Jeroen Geertzen, Erik F. Tjong Kim Sang |
| 2006 | Dependency Parsing with Reference to Slovene, Spanish and Swedish. Simon Corston-Oliver, Anthony Aue |
| 2006 | Experiments with a Multilanguage Non-Projective Dependency Parser. Giuseppe Attardi |
| 2006 | Improved Large Margin Dependency Parsing via Local Constraints and Laplacian Regularization. Qin Iris Wang, Colin Cherry, Daniel J. Lizotte, Dale Schuurmans |
| 2006 | Investigating Lexical Substitution Scoring for Subtitle Generation. Oren Glickman, Ido Dagan, Walter Daelemans, Mikaela Keller, Samy Bengio |
| 2006 | Investigating Multilingual Dependency Parsing. Richard Johansson, Pierre Nugues |
| 2006 | Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines. Joakim Nivre, Johan Hall, Jens Nilsson, Gülsen Eryigit, Svetoslav Marinov |
| 2006 | Language Independent Probabilistic Context-Free Parsing Bolstered by Machine Learning. Michael Schiehlen, Kristina Spranger |
| 2006 | Learning Auxiliary Fronting with Grammatical Inference. Alexander Clark, Rémi Eyraud |
| 2006 | LingPars, a Linguistically Inspired, Language-Independent Machine Learner for Dependency Treebanks. Eckhard Bick |
| 2006 | Maximum Spanning Tree Algorithm for Non-projective Labeled Dependency Parsing. Nobuyuki Shimizu |
| 2006 | Multi-lingual Dependency Parsing at NAIST. Yuchang Cheng, Masayuki Asahara, Yuji Matsumoto |
| 2006 | Multi-lingual Dependency Parsing with Incremental Integer Linear Programming. Sebastian Riedel, Ruket Çakici, Iván V. Meza-Ruíz |
| 2006 | Multilingual Dependency Analysis with a Two-Stage Discriminative Parser. Ryan T. McDonald, Kevin Lerman, Fernando C. N. Pereira |
| 2006 | Non-Local Modeling with a Mixture of PCFGs. Slav Petrov, Leon Barrett, Dan Klein |
| 2006 | Porting Statistical Parsers with Data-Defined Kernels. Ivan Titov, James Henderson |
| 2006 | Proceedings of the Tenth Conference on Computational Natural Language Learning, CoNLL 2006, New York City, USA, June 8-9, 2006 Lluís Màrquez, Dan Klein |
| 2006 | Projective Dependency Parsing with Perceptron. Xavier Carreras, Mihai Surdeanu, Lluís Màrquez |
| 2006 | Resolving and Generating Definite Anaphora by Modeling Hypernymy using Unlabeled Corpora. Nikesh Garera, David Yarowsky |
| 2006 | Semantic Role Labeling via Tree Kernel Joint Inference. Alessandro Moschitti, Daniele Pighin, Roberto Basili |
| 2006 | Semantic Role Recognition Using Kernels on Weighted Marked Ordered Labeled Trees. Jun'ichi Kazama, Kentaro Torisawa |
| 2006 | The Exploration of Deterministic and Efficient Dependency Parsing. Yu-Chieh Wu, Yue-Shi Lee, Jie-Chi Yang |
| 2006 | The Treebanks Used in the Shared Task. Yuval Krymolowski |
| 2006 | Unsupervised Grammar Induction by Distribution and Attachment. David J. Brooks |
| 2006 | Unsupervised Parsing with U-DOP. Rens Bod |
| 2006 | Using Gazetteers in Discriminative Information Extraction. Andrew Smith, Miles Osborne |
| 2006 | Vine Parsing and Minimum Risk Reranking for Speed and Precision. Markus Dreyer, David A. Smith, Noah A. Smith |
| 2006 | What are the Productive Units of Natural Language Grammar? A DOP Approach to the Automatic Identification of Constructions. Willem H. Zuidema |
| 2006 | Which Side are You on? Identifying Perspectives at the Document and Sentence Levels. Wei-Hao Lin, Theresa Wilson, Janyce Wiebe, Alexander G. Hauptmann |
| 2006 | Word Distributions for Thematic Segmentation in a Support Vector Machine Approach. Maria Georgescul, Alexander Clark, Susan Armstrong |