| 2005 | A Corpus-Based Approach to Topic in Danish dialog. Philip Diderichsen, Jakob Elming |
| 2005 | A Domain-Specific Statistical Surface Realizer. Jeffrey Russell |
| 2005 | A Dynamic Bayesian Framework to Model Context and Memory in Edit Distance Learning: An Application to Pronunciation Classification. Karim Filali, Jeff A. Bilmes |
| 2005 | A Flexible Stand-Off Data Model with Query Language for Multi-Level Annotation. Christoph Müller |
| 2005 | A Hierarchical Phrase-Based Model for Statistical Machine Translation. David Chiang |
| 2005 | A High-Performance Semi-Supervised Learning Method for Text Chunking. Rie Kubota Ando, Tong Zhang |
| 2005 | A Localized Prediction Model for Statistical Machine Translation. Christoph Tillmann, Tong Zhang |
| 2005 | A Nonparametric Method for Extraction of Candidate Phrasal Terms. Paul Deane |
| 2005 | A Phonotactic Language Model for Spoken Language Identification. Haizhou Li, Bin Ma |
| 2005 | A Practical Solution to the Problem of Automatic Part-of-Speech Induction from Text. Reinhard Rapp |
| 2005 | A Quantitative Analysis of Lexical Differences Between Genders in Telephone Conversations. Constantinos Boulis, Mari Ostendorf |
| 2005 | A Semantic Approach to IE Pattern Induction. Mark Stevenson, Mark A. Greenwood |
| 2005 | A Voice Enabled Procedure Browser for the International Space Station. Manny Rayner, Beth Ann Hockey, Nikos Chatzichrisafis, Kim Farrell, Jean-Michel Renders |
| 2005 | ACL 2005, 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, 25-30 June 2005, University of Michigan, USA Kevin Knight, Hwee Tou Ng, Kemal Oflazer |
| 2005 | Accessing GermaNet Data and Computing Semantic Relatedness. Iryna Gurevych, Hendrik Niederlich |
| 2005 | Aggregation Improves Learning: Experiments in Natural Language Generation for Intelligent Tutoring Systems. Barbara Di Eugenio, Davide Fossati, Dan Yu, Susan M. Haller, Michael Glass |
| 2005 | Alignment Model Adaptation for Domain-Specific Word Alignment. Hua Wu, Haifeng Wang, Zhanyi Liu |
| 2005 | American Sign Language Generation: Multimodal NLG with Multiple Linguistic Channels. Matt Huenerfauth |
| 2005 | An Extensive Empirical Study of Collocation Extraction Methods. Pavel Pecina |
| 2005 | An Information-State Approach to Collaborative Reference. David DeVault, Natalia Kariaeva, Anubha Kothari, Iris Oved, Matthew Stone |
| 2005 | An Unsupervised System for Identifying English Inclusions in German Text. Beatrice Alex |
| 2005 | Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell Swoop. Nizar Habash, Owen Rambow |
| 2005 | Automatic Acquisition of Adjectival Subcategorization from Corpora. Jeremy Yallop, Anna Korhonen, Ted Briscoe |
| 2005 | Automatic Discovery of Intentions in Text and its Application to Question Answering. Marta Tatu |
| 2005 | Automatic Induction of a CCG Grammar for Turkish. Ruken Cakici |
| 2005 | Automatic Measurement of Syntactic Development in Child Language. Kenji Sagae, Alon Lavie, Brian MacWhinney |
| 2005 | Automating Temporal Annotation with TARSQI. Marc Verhagen, Inderjeet Mani, Roser Saurí, Jessica Littman, Robert Knippen, Seok Bae Jang, Anna Rumshisky, John Phillips, James Pustejovsky |
| 2005 | Boosting-based Parse Reranking with Subtree Features. Taku Kudo, Jun Suzuki, Hideki Isozaki |
| 2005 | CL Research's Knowledge Management System. Kenneth C. Litkowski |
| 2005 | Centrality Measures in Text Mining: Prediction of Noun Phrases that Appear in Abstracts. Zhuli Xie |
| 2005 | Clause Restructuring for Statistical Machine Translation. Michael Collins, Philipp Koehn, Ivona Kucerova |
| 2005 | Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking. Eugene Charniak, Mark Johnson |
| 2005 | Context-Dependent SMT Model using Bilingual Verb-Noun Collocation. Young-Sook Hwang, Yutaka Sasaki |
| 2005 | Contrastive Estimation: Training Log-Linear Models on Unlabeled Data. Noah A. Smith, Jason Eisner |
| 2005 | Corpus-Oriented Development of Japanese HPSG Parsers. Kazuhiro Yoshida |
| 2005 | Data-Defined Kernels for Parse Reranking Derived from Probabilistic Models. James Henderson, Ivan Titov |
| 2005 | Dependency Treelet Translation: Syntactically Informed Phrasal SMT. Christopher Quirk, Arul Menezes, Colin Cherry |
| 2005 | Dependency-Based Statistical Machine Translation. Heidi Fox |
| 2005 | Descriptive Question Answering in Encyclopedia. Hyo-Jung O. Lee, Hyeon-Jin Kim, Myung-Gil Jang |
| 2005 | Detecting Errors in Discontinuous Structural Annotation. Markus Dickinson, Walt Detmar Meurers |
| 2005 | Dialogue Act Tagging for Instant Messaging Chat Sessions. Edward Ivanovic |
| 2005 | Digesting Virtual "Geek" Culture: The Summarization of Technical Internet Relay Chats. Liang Zhou, Eduard H. Hovy |
| 2005 | Discriminative Syntactic Language Modeling for Speech Recognition. Michael Collins, Brian Roark, Murat Saraclar |
| 2005 | Domain Kernels for Word Sense Disambiguation. Alfio Massimiliano Gliozzo, Claudio Giuliano, Carlo Strapparava |
| 2005 | Dynamically Generating a Protein Entity Dictionary Using Online Resources. Hongfang Liu, Zhang-Zhi Hu, Cathy H. Wu |
| 2005 | Efficient Solving and Exploration of Scope Ambiguities. Alexander Koller, Stefan Thater |
| 2005 | Empirically-based Control of Natural Language Generation. Daniel S. Paiva, Roger Evans |
| 2005 | Experiments with Interactive Question-Answering. Sanda M. Harabagiu, Andrew Hickl, John Lehmann, Dan I. Moldovan |
| 2005 | Exploiting Named Entity Taggers in a Second Language. Thamar Solorio |
| 2005 | Exploring Various Knowledge in Relation Extraction. Guodong Zhou, Jian Su, Jie Zhang, Min Zhang |
| 2005 | Exploring and Exploiting the Limited Utility of Captions in Recognizing Intention in Information Graphics. Stephanie Elzer, Sandra Carberry, Daniel Chester, Seniz Demir, Nancy L. Green, Ingrid Zukerman, Keith Trnka |
| 2005 | Extracting Relations with Integrated Information Using Kernel Methods. Shubin Zhao, Ralph Grishman |
| 2005 | Extracting Semantic Orientations of Words using Spin Model. Hiroya Takamura, Takashi Inui, Manabu Okumura |
| 2005 | HAHAcronym: A Computational Humor System. Oliviero Stock, Carlo Strapparava |
| 2005 | High Precision Treebanking-Blazing Useful Trees Using POS Information. Takaaki Tanaka, Francis Bond, Stephan Oepen, Sanae Fujita |
| 2005 | High Throughput Modularized NLP System for Clinical Text. Serguei V. S. Pakhomov, James D. Buntrock, Patrick H. Duffy |
| 2005 | Hybrid Methods for POS Guessing of Chinese Unknown Words. Xiaofei Lu |
| 2005 | Implications for Generating Clarification Requests in Task-Oriented Dialogues. Verena Rieser, Johanna D. Moore |
| 2005 | Improving Name Tagging by Reference Resolution and Relation Detection. Heng Ji, Ralph Grishman |
| 2005 | Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information. Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2005 | Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling. Jenny Rose Finkel, Trond Grenager, Christopher D. Manning |
| 2005 | Inducing Ontological Co-occurrence Vectors. Patrick Pantel |
| 2005 | Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation. Shimei Pan, James Shaw |
| 2005 | Interactively Exploring a Machine Translation Model. Steve DeNeefe, Kevin Knight, Hayward H. Chan |
| 2005 | Joint Learning Improves Semantic Role Labeling. Kristina Toutanova, Aria Haghighi, Christopher D. Manning |
| 2005 | Jointly Labeling Multiple Sequences: A Factorial HMM Approach. Kevin Duh |
| 2005 | Language Independent Extractive Summarization. Rada Mihalcea |
| 2005 | Learning Information Structure in the Prague Treebank. Oana Postolache |
| 2005 | Learning Meronyms from Biomedical Text. Angus Roberts |
| 2005 | Learning Semantic Classes for Word Sense Disambiguation. Upali Sathyajith Kohomban, Wee Sun Lee |
| 2005 | Learning Source-Target Surface Patterns for Web-based Terminology Translation. Jian-Cheng Wu, Tracy Lin, Jason S. Chang |
| 2005 | Learning Stochastic OT Grammars: A Bayesian Approach using Data Augmentation and Gibbs Sampling. Ying Lin |
| 2005 | Learning Strategies for Open-Domain Natural Language Question Answering. Eugene Grois |
| 2005 | Lexicalization in Crosslinguistic Probabilistic Parsing: The Case of French. Abhishek Arun, Frank Keller |
| 2005 | Log-Linear Models for Word Alignment. Yang Liu, Qun Liu, Shouxun Lin |
| 2005 | Logarithmic Opinion Pools for Conditional Random Fields. Andrew Smith, Trevor Cohn, Miles Osborne |
| 2005 | Machine Learning for Coreference Resolution: From Local Classification to Global Ranking. Vincent Ng |
| 2005 | Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars. Yuan Ding, Martha Palmer |
| 2005 | Minimalist Parsing of Subjects Displaced from Embedded Clauses in Free Word Order Languages. Asad B. Sayeed |
| 2005 | Modeling Local Coherence: An Entity-Based Approach. Regina Barzilay, Mirella Lapata |
| 2005 | Modelling the Substitutability of Discourse Connectives. Ben Hutchinson |
| 2005 | Multi-Engine Machine Translation Guided by Explicit Word Matching. Shyamsundar Jayaraman, Alon Lavie |
| 2005 | Multi-Field Information Extraction and Cross-Document Fusion. Gideon S. Mann, David Yarowsky |
| 2005 | Multimodal Generation in the COMIC Dialogue System. Mary Ellen Foster, Michael White, Andrea Setzer, Roberta Catizone |
| 2005 | Online Large-Margin Training of Dependency Parsers. Ryan T. McDonald, Koby Crammer, Fernando C. N. Pereira |
| 2005 | Organizing English Reading Materials for Vocabulary Learning. Masao Utiyama, Midori Tanimura, Hitoshi Isahara |
| 2005 | Paraphrasing with Bilingual Parallel Corpora. Colin J. Bannard, Chris Callison-Burch |
| 2005 | Phrase Linguistic Classification and Generalization for Improving Statistical Machine Translation. Adrià de Gispert |
| 2005 | Portable Translator Capable of Recognizing Characters on Signboard and Menu Captured by its Built-in Camera. Hideharu Nakajima, Yoshihiro Matsuo, Masaaki Nagata, Kuniko Saito |
| 2005 | Position Specific Posterior Lattices for Indexing Speech. Ciprian Chelba, Alex Acero |
| 2005 | Probabilistic CFG with Latent Annotations. Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii |
| 2005 | Probabilistic Disambiguation Models for Wide-Coverage HPSG Parsing. Yusuke Miyao, Jun'ichi Tsujii |
| 2005 | Pseudo-Projective Dependency Parsing. Joakim Nivre, Jens Nilsson |
| 2005 | QARLA: A Framework for the Evaluation of Text Summarization Systems. Enrique Amigó, Julio Gonzalo, Anselmo Peñas, Felisa Verdejo |
| 2005 | Question Answering as Question-Biased Term Extraction: A New Approach toward Multilingual QA. Yutaka Sasaki |
| 2005 | Randomized Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun Clustering. Deepak Ravichandran, Patrick Pantel, Eduard H. Hovy |
| 2005 | Reading Level Assessment Using Support Vector Machines and Statistical Language Models. Sarah E. Schwarm, Mari Ostendorf |
| 2005 | Reformatting Web Documents via Header Trees. Minoru Yoshida, Hiroshi Nakagawa |
| 2005 | Resume Information Extraction with Cascaded Hybrid Model. Kun Yu, Gang Guan, Ming Zhou |
| 2005 | SPEECH OGLE: Indexing Uncertainty for Spoken Document Search. Ciprian Chelba, Alex Acero |
| 2005 | Scaling Conditional Random Fields Using Error-Correcting Codes. Trevor Cohn, Andrew Smith, Miles Osborne |
| 2005 | Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases. Chris Callison-Burch, Colin J. Bannard, Josh Schroeder |
| 2005 | Scaling up from Dialogue to Multilogue: Some Principles and Benchmarks. Jonathan Ginzburg, Raquel Fernández |
| 2005 | Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales. Bo Pang, Lillian Lee |
| 2005 | Semantic Role Labeling Using Different Syntactic Views. Sameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, James H. Martin, Daniel Jurafsky |
| 2005 | SenseClusters: Unsupervised Clustering and Labeling of Similar Contexts. Anagha Kulkarni, Ted Pedersen |
| 2005 | SenseLearner: Word Sense Disambiguation for All Words in Unrestricted Text. Rada Mihalcea, Andras Csomai |
| 2005 | SenseRelate: : TargetWord-A Generalized Framework for Word Sense Disambiguation. Siddharth Patwardhan, Satanjeev Banerjee, Ted Pedersen |
| 2005 | Simple Algorithms for Complex Relation Extraction with Applications to Biomedical IE. Ryan T. McDonald, Fernando C. N. Pereira, Seth Kulick, R. Scott Winters, Yang Jin, Peter S. White |
| 2005 | Speech Recognition of Czech-Inclusion of Rare Words Helps. Petr Podveský, Pavel Machek |
| 2005 | Stochastic Lexicalized Inversion Transduction Grammar for Alignment. Hao Zhang, Daniel Gildea |
| 2005 | Supersense Tagging of Unknown Nouns Using Semantic Similarity. James R. Curran |
| 2005 | Supervised and Unsupervised Learning for Sentence Compression. Jenine Turner, Eugene Charniak |
| 2005 | Supporting Annotation Layers for Natural Language Processing. Preslav Nakov, Ariel S. Schwartz, Brian Wolf, Marti A. Hearst |
| 2005 | Syntax-based Semi-Supervised Named Entity Tagging. Behrang Mohit, Rebecca Hwa |
| 2005 | The Distributional Inclusion Hypotheses and Lexical Entailment. Maayan Geffet, Ido Dagan |
| 2005 | The Linguist's Search Engine: An Overview. Philip Resnik, Aaron Elkiss |
| 2005 | The Role of Semantic Roles in Disambiguating Verb Senses. Hoa Trang Dang, Martha Palmer |
| 2005 | The Wild Thing. Kenneth Ward Church, Bo Thiesson |
| 2005 | Towards Developing Generation Algorithms for Text-to-Text Applications. Radu Soricut, Daniel Marcu |
| 2005 | Towards Finding and Fixing Fragments-Using ML to Identify Non-Sentential Utterances and their Antecedents in Multi-Party Dialogue. David Schlangen |
| 2005 | Towards an Optimal Lexicalization in a Natural-Sounding Portable Natural Language Generator for Dialog Systems. Inge M. R. De Bleecker |
| 2005 | Transonics: A Practical Speech-to-Speech Translator for English-Farsi Medical Dialogs. Robert S. Belvin, Emil Ettelaie, Sudeep Gandhe, Panayiotis G. Georgiou, Kevin Knight, Daniel Marcu, Scott Millward, Shrikanth S. Narayanan, Howard Neely, David R. Traum |
| 2005 | Two Diverse Systems Built using Generic Components for Spoken Dialogue (Recent Progress on TRIPS). James F. Allen, George Ferguson, Amanda Stent, Scott C. Stoness, Mary D. Swift, Lucian Galescu, Nathanael Chambers, Ellen Campana, Gregory Aist |
| 2005 | Understanding the Thematic Structure of the Qur'an: An Exploratory Multivariate Approach. Naglaa Thabet |
| 2005 | Unsupervised Discrimination and Labeling of Ambiguous Names. Anagha Kulkarni |
| 2005 | Unsupervised Learning of Field Segmentation Models for Information Extraction. Trond Grenager, Dan Klein, Christopher D. Manning |
| 2005 | Using Bilingual Dependencies to Align Words in English/French Parallel Corpora. Sylwia Ozdowska |
| 2005 | Using Conditional Random Fields for Sentence Boundary Detection in Speech. Yang Liu, Andreas Stolcke, Elizabeth Shriberg, Mary P. Harper |
| 2005 | Using Emoticons to Reduce Dependency in Machine Learning Techniques for Sentiment Classification. Jonathon Read |
| 2005 | Using Readers to Identify Lexical Cohesive Structures in Texts. Beata Beigman Klebanov |
| 2005 | What to Do When Lexicalization Fails: Parsing German with Suffix Analysis and Smoothing. Amit Dubey |
| 2005 | Word Alignment and Cross-Lingual Resource Acquisition. Carol Nichols, Rebecca Hwa |
| 2005 | Word Sense Disambiguation Using Label Propagation Based Semi-Supervised Learning. Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2005 | Word Sense Disambiguation vs. Statistical Machine Translation. Marine Carpuat, Dekai Wu |