| Farooq Ahmad and Greg Kondrak | Learning a Spelling Error Model from Search Query Logs |
| Cecilia Ovesdotter Alm, Dan Roth and Richard Sproat | Emotions from text: machine learning for text-based emotion prediction |
| Ion Androutsopoulos and Dimitrios Galanis | A Practically Unsupervised Learning Method to Identify Single-Snippet Answers to Definition Questions on the Web |
| Necip Fazil Ayan, Bonnie J. Dorr and Christof Monz | Alignment Link Projection using Transformation-Based Learning |
| Necip Fazil Ayan, Bonnie J. Dorr and Christof Monz | NeurAlign: Combining Word Alignments Using Neural Networks |
| Alex Baron, Michael Crystal, Katherine Godfrey, Linnea Micciulla, Yvette Tenney and Ralph Weischedel | A Methodology for Extrinsically Evaluating Information Extraction Performance |
| Regina Barzilay and Mirella Lapata | To Say or Not to Say: Collective Content Selection for Concept-to-Text Generation |
| Steffen Bickel, Peter Haider and Tobias Scheffer | Predicting Sentences using N-Gram Language Models |
| Jeff A. Bilmes, Xiao Li, Jonathan Malkin, Kelley Kilanski, Richard Wright, Katrin Kirchhoff, Amarnag Subramanya, Susumu Harada, James A. Landay, Patricia Dowden and Howard Chizeck | The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments |
| Dan Bohus and Alexander Rudnicky | Error Handling in the RavenClaw Dialog Management Architecture |
| Johan Bos and Katja Markert | Recognising Textual Entailment with Logical Inference |
| Jonathan Brown, Gwen Frishkoff and Maxine Eskenazi | Automatic Question Generation for Vocabulary Assessment |
| Razvan C. Bunescu and Raymond J. Mooney | A Shortest Path Dependency Kernel for Relation Extraction |
| Michael Cafarella, Doug Downey, Stephen Soderland and Oren Etzioni | Fast, Scalable Information Extraction from the Web |
| Joyce Y. Chai and Shaolin Qu | A Salience Driven Approach to Robust Input Interpretation in Multimodal Conversational Systems |
| David Chiang, Adam Lopez, Nitin Madnani, Christof Monz, Philip Resnik and Michael Subotin | The Hiero Machine Translation System: Extensions, Evaluation, and Analysis |
| Yejin Choi, Claire Cardie, Ellen Riloff and Siddharth Patwardhan | Identifying Sources of Opinions with Conditional Random Fields and Extraction Patterns |
| Brooke Cowan and Michael Collins | Morphology and Reranking for the Statistical Parsing of Spanish |
| Hal Daume III and Daniel Marcu | A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model |
| Yonggang Deng and William Byrne | HMM Word and Phrase Alignment for Statistical Machine Translation |
| Yongping Du, Helen Meng, Xuanjing Huang and Lide Wu | The Use of Metadata, Web-derived Answer Patterns and Passage Context to Improve Reading Comprehension Performance |
| Amit Dubey, Frank Keller and Patrick Sturt | Parallelism in Coordination as an Instance of Syntactic Priming: Evidence from Corpus-based Modeling |
| Jason Eisner, Eric Goldlust and Noah A. Smith | Compiling Comp Ling: Practical Weighted Dynamic Programming and the Dyna Language |
| Jason Eisner and Damianos Karakos | Bootstrapping Without the Boot |
| Michael English and Peter Heeman | Learning Mixed Initiative Dialog Strategies By Using Reinforcement Learning On Both Conversants |
| Katrin Erk and Sebastian Pado | Analyzing models for semantic role assignment using confusability |
| Benoit Favre, Frédéric Béchet and Pascal Nocéra | Robust Named Entity extraction from large spoken archives |
| Donghui Feng and Eduard Hovy | Handling Questions with Implicature |
| Elena Filatova and John Prager | Tell Me What You Do and I'll Tell You What You Are: Learning Occupation-Related Activities for Biographies |
| Eric Fosler-Lussier and C. Anton Rytting | A Cost-Benefit Analysis of Hybrid Phone-Manner Representations for ASR |
| Jianfeng Gao, Peng Xu, Hao Yu and Wei Yuan | Minimum Sample Risk Methods for Language Modeling |
| Eric Garbin and Inderjeet Mani | Disambiguating Toponyms in News |
| Dmitriy Genzel | Inducing a multilingual dictionary from a parallel multitext in related languages |
| Alfio Gliozzo and Carlo Strapparava and Ido Dagan | Investigating Unsupervised Learning for Text Categorization Bootstrapping |
| Sharon Goldwater and David McClosky | Improving Statistical MT through Morphological Analysis |
| Kadri Hacioglu, Benjamin Douglas and Ying Chen | Detection of Entity Mentions Occuring in English and Chinese Text |
| Aria D. Haghighi, Andrew Y. Ng and Chrisopher D. Manning | Robust Textual Inference via Graph Matching |
| Tsutomu Hirao, Manabu Okumura and Hideki Isozaki | Kernel-based Approach for Automatic Evaluation of Natural Language Generation Technologies: Application to Automatic Summarization |
| Kristy Hollingshead, Seeger Fisher and Brian Roark | Comparing and Combining Finite-State and Context-Free Parsers |
| Fei Huang | Cluster-specific Named Entity Transliteration |
| Fei Huang, Ying Zhang and Stephan Vogel | Mining Key Phrase Translations from Web Corpora |
| Diana Inkpen and Alain Désilets | Semantic Similarity for Detecting Recognition Errors in Automatic Speech Transcripts |
| Abraham Ittcheriah and Salim Roukos | A Maximum Entropy Word Aligner for Arabic-English Machine Translation |
| Martin Jansche | Maximum Expected F-Measure Training of Logistic Regression Models |
| Heng Ji, David Westbrook and Ralph Grishman | Using Semantic Relations to Refine Coreference Decisions |
| Jeremy G. Kahn, Matt Lease, Eugene Charniak, Mark Johnson and Mari Ostendorf | Effective Use of Prosody in Parsing Conversational Speech |
| Jun'ichi Kazama and Kentaro Torisawa | Speeding up Training with Tree Kernels for Node Relation Labeling |
| Stephan Kepser | Using MONA for Querying Linguistic Treebanks |
| Dan Klein, Simon Lacoste-Julien and Ben Taskar | A Discriminative Matching Approach to Word Alignment |
| Rob Koeling, Diana McCarthy and John Carroll | Domain-Specific Sense Distributions and Predominant Sense Acquisition |
| Okan Kolak and Philip Resnik | OCR Post-Processing for Low Density Languages |
| Terry Koo and Michael Collins | Hidden-Variable Models for Discriminative Reranking |
| Vijay Krishnan, Sujatha Das and Soumen Chakrabarti | Stacking Support Vector Machines on Conditional Random Fields for Accurate Question Type Identification |
| Shankar Kumar and William Byrne | Local Phrase Reordering Models for Statistical Machine Translation |
| Giridhar Kumaran and James Allan | Using Names and Topics for New Event Detection |
| Ping Li and Kenneth W. Church | Using Sketches to Estimate Associations |
| Jimmy Lin and Dina Demner-Fushman | Automatically Evaluating Answers to Definition Questions |
| Lucian Vlad Lita, Monica Rogati and Alon Lavie | BLANC: Learning Evaluation Metrics for MT |
| Xiaoqiang Luo | On Coreference Resolution Performance Metrics |
| Xiaoqiang Luo and Imed Zitouni | Multi-Lingual Coreference Resolution With Syntactic Features |
| Zvika Marx, Ido Dagan and Eli Shamir | A Generalized Framework for Revealing Analogous Themes across Related Topics |
| Ryan McDonald, Koby Crammer and Fernando Pereira | Flexible Text Segmentation with Structured Multilabel Classification |
| Ryan McDonald, Fernando Pereira, Kiril Ribarov and Jan Hajic | Non-Projective Dependency Parsing using Spanning Tree Algorithms |
| Paola Merlo and Gabriele Musillo | Robust Accurate Function Parsing |
| Rada Mihalcea | Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data Labeling |
| Rada Mihalcea and Carlo Strapparava | Making Computers Laugh: Investigations in Automatic Humor Recognition |
| Einat Minkov, Richard Wang and William Cohen | Extracting Personal Names from Email: Applying Named Entity Recognition to Informal Text |
| Teruhisa Misu and Tatsuya Kawahara | Speech-based Information Retrieval System with Clarification Dialogue Strategy |
| Dan Moldovan and Adriana Badulescu | A Semantic Scattering Model for the Automatic Interpretation of Genitives |
| Robert C. Moore | A Discriminative Framework for Bilingual Word Alignment |
| Art Munson, Claire Cardie and Rich Caruana | Optimizing to Arbitrary NLP Metrics using Ensemble Selection |
| Vanessa Murdock and W. Bruce Croft | Improving Sentence Retrieval with Document Smoothing and Translation Models |
| Preslav Nakov and Marti Hearst | Using the Web as an Implicit Training Set: Application to Structural Ambiguity Resolution |
| Ani Nenkova, Advaith Siddharthan and Kathleen McKeown | Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire |
| Zheng-Yu Niu, Dong-Hong Ji and Chew-Lim Tan | Feature Clustering for Supervised and Semi-Supervised Word Sense Disambiguation |
| Tadashi Nomoto | Bayesian Learning in Text Summarization |
| Masayuki Okabe, Kyoji Umemura and Seiji Yamada | Query Expansion with the Minimum User Feedback by Transductive Learning |
| Andrew Olney and Zhiqiang Cai | An Orthonormal Basis for Topic Segmentation in Dialogue |
| Marian Olteanu and Dan Moldovan | PP-attachment disambiguation using large context |
| Jahna Otterbacher, Gunes Erkan and Dragomir Radev | Using Random Walks for Question-focsed Sentence Retrieval |
| Sebastian Pado and Mirella Lapata | Cross-linguistic Projection of Role-Semantic Information |
| Fuchun Peng, Ralph Weischedel, Ana Licuanan and Jinxi Xu | Combining Deep Linguistics Analysis and Surface Pattern Learning: A Hybrid Approach to Chinese Definitional Question Answering |
| Praharshana Perera and René Witte | A Self-Learning Context-Aware Lemmatizer for German |
| Ana-Maria Popescu and Oren Etzioni | Extracting Product Features and Opinions from Reviews |
| Oana Postolache, Ivana Kruijff-Korbayova and Geert-Jan M. Kruijff | Data-driven Approaches for Information Structure Identification |
| Hema Raghavan and James Allan | Matching Inconsistently Spelled Names in Automatic Speech Recognizer Output for Information Retrieval |
| Sheila M. Reynolds and Jeff A. Bilmes | Part-of-Speech Tagging using Virtual Evidence and Negative Training |
| Barbara Rosario and Marti Hearst | Multi-way Relation Classification: Application to Protein-Protein Interactions |
| Dmitri Roussinov and Weiguo Fan | Learning Global and Local Weighting for Information Retrieval |
| Dmitri Roussinov and Weiguo Fan | Mining Context Specific Similarity Relationships Using The World Wide Web |
| Giorgio Satta and Enoch Peserico | Some Computational Complexity Results for Synchronous Context-Free Grammars |
| Roser Saurí, Robert Knippen, Marc Verhagen and James Pustejovsky | Evita: A Robust Event Recognizer For QA Systems |
| Barry Schiffman and Kathleen R. McKeown | Context and Learning in Novelty Detection |
| Helmut Schmid | Disambiguation of Morphological Structure using a PCFG |
| Sabine Schulte im Walde and Alissa Melinger | Identifying semantic relations and functional properties of human verb associations |
| Holger Schwenk and Jean-Luc Gauvain | Training Neural Network Language Models on Very Large Corpora |
| Libin Shen and Aravind K. Joshi | Incremental LTAG Parsing |
| Yongmei Shi and Lina Zhou | Error Detection Using Linguistic Features |
| Advaith Siddharthan and Kathleen McKeown | Improving Multilingual Summarization: Using Redundancy in the Input to Correct MT errors |
| Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Eric Gaussier, Cyril Goutte, Philippe Langlais, Arne Mauser and Kenji Yamada | Translating with non-contiguous phrases |
| Noah A. Smith, David A. Smith and Roy W. Tromble | Context-Based Morphological Disambiguation with Random Fields |
| Ian Soboroff and Donna Harman | Novelty Detection: The TREC Experience |
| Caroline Sporleder and Mirella Lapata | Discourse Chunking and its Application to Sentence Compression |
| Josef Steinberger, Mijail A. Kabadjov, Massimo Poesio and Olivia E. Sanchez-Graillet | Improving LSA-based Summarization with Anaphora Resolution |
| Christopher M. Stokoe | Differentiating Homonymy and Polysemy in Information Retrieval |
| Ves Stoyanov, Claire Cardie and Janyce Wiebe | Multi-Perspective Question Answering Using the OpQA Corpus |
| Mihai Surdeanu, Lluís Màrquez, Pere Comas and Jordi Turmo | A Robust Combination Strategy for Semantic Role Labeling |
| Charles Sutton and Andrew McCallum | Composition of Conditional Random Fields for Transfer Learning |
| Hisami Suzuki and Jianfeng Gao | A Comparative Study on Language Model Adaptation Techniques Using New Evaluation Metrics |
| Robert S. Swier and Suzanne Stevenson | Exploiting a Verb Lexicon in Automatic Semantic Role Labelling |
| Marta Tatu and Dan Moldovan | A Semantic Approach to Recognizing Textual Entailment |
| Jörg Tiedemann | Integrating linguistic knowledge in passage retrieval for question answering |
| Yoshimasa Tsuruoka and Jun'ichi Tsujii | Bidirectional Inference with the Easiest-First Strategy for Tagging Sequence Data |
| Nicola Ueffing and Hermann Ney | Word-Level Confidence Estimation for Machine Translation using Phrase-Based Translation Models |
| Sriram Venkatapathy and Aravind K. Joshi | Measuring the relative compositionality of verb-noun (V-N) collocations by integrating features |
| David Vickrey, Luke Biewald, Mark Teyssier and Daphne Koller | Word-Sense Disambiguation for Machine Translation |
| Ellen M. Voorhees | Using Question Series to Evaluate Question Answering System Effectiveness |
| Xinglong Wang and John Carroll | Word Sense Disambiguation Using Sense Examples Automatically Acquired from a Second Language |
| Joachim Wermter and Udo Hahn | Paradigmatic Modifiability Statistics for the Extraction of Complex Multi-Word Terms |
| Theresa Wilson, Janyce Wiebe and Paul Hoffmann | Recognizing Contextual Polarity in Phrase-Level Sentiment Analysis |
| Youzheng Wu, Jun Zhao, Jin Xu and Bo Xu | Chinese Named Entity Recognition Model Based on Multiple Features |
| Chenhai Xi and Rebecca Hwa | A Backoff Model for Bootstrapping Resources for Non-English Languages |
| Roman Yangarber and Lauri Jokipii | Redundancy-based Methods for Correction of Automatically Extracted Collections of Facts |
| Peng Yu, Kaijiang Chen, Lie Lu and Frank Seide | Searching the Audio Notebook: Keyword Search in Recorded Conversations |
| Hugo Zaragoza and Chi Ho Li | Learning what to Talk About in Descriptive Games |
| Yi Zhang and Jamie Callan | Combine Multiple Forms of Evidence While Filtering |
| Bing Zhao, Niyu Ge and Kishore Papineni | Inner-Outer Bracket Models for Word Alignment using Hidden Blocks |