45. ACL 2007: Prague, Czech Republic

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics

• Front Matter.
  
• Yonggang Deng, Yuqing Gao:
  Guiding Statistical Word Alignment Models With Prior Knowledge.
  
• Pi-Chuan Chang, Kristina Toutanova:
  A Discriminative Syntactic Word Order Model for Machine Translation.
  
• John DeNero, Dan Klein:
  Tailoring Word Alignments to Syntactic Machine Translation.
  
• Nicola Ueffing, Gholamreza Haffari, Anoop Sarkar:
  Transductive learning for statistical machine translation.
  
• Yee Seng Chan, Hwee Tou Ng, David Chiang:
  Word Sense Disambiguation Improves Statistical Machine Translation.
  
• Lucia Specia, Mark Stevenson, Maria das Graças Volpe Nunes:
  Learning Expressive Models for Word Sense Disambiguation.
  
• Yee Seng Chan, Hwee Tou Ng:
  Domain Adaptation with Active Learning for Word Sense Disambiguation.
  
• Tony Veale, Yanfen Hao:
  Making Lexical Ontologies Functional and Context-Sensitive.
  
• Hal Daumé III, Lyle Campbell:
  A Bayesian Model for Discovering Typological Implications.
  
• Daisuke Okanohara, Jun'ichi Tsujii:
  A discriminative language model with pseudo-negative samples.
  
• Guihua Sun, Xiaohua Liu, Gao Cong, Ming Zhou, Zhongyang Xiong, John Lee, Chin-Yew Lin:
  Detecting Erroneous Sentences using Automatically Mined Sequential Patterns.
  
• Antti Puurula, Mikko Kurimo:
  Vocabulary Decomposition for Estonian Open Vocabulary Speech Recognition.
  
• Vera Demberg, Helmut Schmid, Gregor Möhler:
  Phonological Constraints and Morphological Preprocessing for Grapheme-to-Phoneme Conversion.
  
• Animesh Mukherjee, Monojit Choudhury, Anupam Basu, Niloy Ganguly:
  Redundancy Ratio: An Invariant Property of the Consonant Inventories of the World's Languages.
  
• Su-Youn Yoon, Kyoung-Young Kim, Richard Sproat:
  Multilingual Transliteration Using Feature based Phonetic Method.
  
• Haizhou Li, Khe Chai Sim, Jin-Shea Kuo, Minghui Dong:
  Semantic Transliteration of Personal Names.
  
• Einat Minkov, Kristina Toutanova, Hisami Suzuki:
  Generating Complex Morphology for Machine Translation.
  
• Bogdan Babych, Anthony Hartley, Serge Sharoff, Olga Mudraya:
  Assisting Translators in Indirect Lexical Transfer.
  
• Liang Huang, David Chiang:
  Forest Rescoring: Faster Decoding with Integrated Language Models.
  
• Srinivas Bangalore, Patrick Haffner, Stephan Kanthak:
  Statistical Machine Translation through Global Lexical Selection and Sentence Reconstruction.
  
• Marco Kuhlmann, Mathias Möhl:
  Mildly Context-Sensitive Dependency Languages.
  
• Mark Johnson:
  Transforming Projective Bilexical Dependency Grammars into efficiently-parsable CFGs with Unfold-Fold.
  
• Makoto Kanazawa:
  Parsing and Generation as Datalog Queries.
  
• Daniel Gildea, David Temperley:
  Optimizing Grammars for Minimum Dependency Length.
  
• Andrew S. Gordon, Reid Swanson:
  Generalizing semantic role annotations across syntactically similar verbs.
  
• Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li:
  A Grammar-driven Convolution Tree Kernel for Semantic Role Classification.
  
• Chang Liu, Hwee Tou Ng:
  Learning Predictive Structures for Semantic Role Labeling of NomBank.
  
• Katrin Erk:
  A Simple, Similarity-based Model for Selectional Preferences.
  
• Yoav Goldberg, Michael Elhadad:
  SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking.
  
• Dmitry Davidov, Ari Rappoport, Moshe Koppel:
  Fully Unsupervised Discovery of Concept-Specific Relationships by Web Mining.
  
• David Vadas, James R. Curran:
  Adding Noun Phrase Structure to the Penn Treebank.
  
• Stephen Clark, James R. Curran:
  Formalism-Independent Parser Evaluation with CCG and DepBank.
  
• Hal Daumé III:
  Frustratingly Easy Domain Adaptation.
  
• Jing Jiang, ChengXiang Zhai:
  Instance Weighting for Domain Adaptation in NLP.
  
• Jenny Rose Finkel, Trond Grenager, Christopher D. Manning:
  The Infinite Tree.
  
• Ming-Wei Chang, Lev-Arie Ratinov, Dan Roth:
  Guiding Semi-Supervision with Constraint-Driven Learning.
  
• Hany Hassan, Khalil Sima'an, Andy Way:
  Supertagged Phrase-Based Statistical Machine Translation.
  
• Joshua Albrecht, Rebecca Hwa:
  Regression for Sentence-Level MT Evaluation with Pseudo References.
  
• Yanjun Ma, Nicolas Stroppa, Andy Way:
  Bootstrapping Word Alignment via Word Packing.
  
• Antti-Veikko I. Rosti, Spyridon Matsoukas, Richard M. Schwartz:
  Improved Word-Level System Combination for Machine Translation.
  
• Katja Filippova, Michael Strube:
  Generating Constituent Order in German Clauses.
  
• Claire Gardent, Eric Kow:
  A Symbolic Approach to Near-Deterministic Surface Realisation using Tree Adjoining Grammar.
  
• Alexander Koller, Matthew Stone:
  Sentence generation as a planning problem.
  
• Andrew Mutton, Mark Dras, Stephen Wan, Robert Dale:
  GLEU: Automatic Evaluation of Sentence-Level Fluency.
  
• Jacob Eisenstein, Randall Davis:
  Conditional Modality Fusion for Coreference Resolution.
  
• Mihai Rotaru, Diane J. Litman:
  The Utility of a Graphical Representation of Discourse Structure in Spoken Dialogue Systems.
  
• Yi Liu, Joyce Yue Chai, Rong Jin:
  Automated Vocabulary Acquisition and Interpretation in Multimodal Conversational Systems.
  
• Michael Johnston, Luis Fernando D'Haro, Michelle Levine, Bernard Renger:
  A Multimodal Interface for Access to Content in the Home.
  
• Yoav Seginer:
  Fast Unsupervised Incremental Parsing.
  
• Keith Hall:
  K-best Spanning Tree Parsing.
  
• Rens Bod:
  Is the End of Supervised Parsing in Sight?
  
• Roi Reichart, Ari Rappoport:
  An Ensemble Method for Selection of High Quality Parses.
  
• Anindya Ghose, Panagiotis G. Ipeirotis, Arun Sundararajan:
  Opinion Mining using Econometrics: A Case Study on Reputation Systems.
  
• Andrea Esuli, Fabrizio Sebastiani:
  PageRanking WordNet Synsets: An Application to Opinion Mining.
  
• Ryan T. McDonald, Kerry Hannan, Tyler Neylon, Mike Wells, Jeffrey C. Reynar:
  Structured Models for Fine-to-Coarse Sentiment Analysis.
  
• John Blitzer, Mark Dredze, Fernando Pereira:
  Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification.
  
• Samuel Brody:
  Clustering Clauses for High-Level Relation Detection: An Information-theoretic Approach.
  
• Idan Szpektor, Eyal Shnarch, Ido Dagan:
  Instance-based Evaluation of Entailment Rule Acquisition.
  
• Stefan Riezler, Alexander Vasserman, Ioannis Tsochantaridis, Vibhu O. Mittal, Yi Liu:
  Statistical Machine Translation for Query Expansion in Answer Retrieval.
  
• John Lee:
  A Computational Model of Text Reuse in Ancient Literary Texts.
  
• Olivier Ferret:
  Finding document topics for improving topic segmentation.
  
• Seeger Fisher, Brian Roark:
  The utility of parse-derived features for automatic discourse segmentation.
  
• François Mairesse, Marilyn A. Walker:
  PERSONAGE: Personality Generation for Dialogue.
  
• Igor Malioutov, Alex Park, Regina Barzilay, James R. Glass:
  Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input.
  
• David Talbot, Miles Osborne:
  Randomised Language Modelling for Statistical Machine Translation.
  
• Yik-Cheung Tam, Ian R. Lane, Tanja Schultz:
  Bilingual-LSA Based LM Adaptation for Spoken Language Translation.
  
• Xiaofeng Yang, Jian Su:
  Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns.
  
• Vincent Ng:
  Semantic Class Induction and Coreference Resolution.
  
• S. R. K. Branavan, Pawan Deshpande, Regina Barzilay:
  Generating a Table-of-Contents.
  
• Xiaojun Wan, Jianwu Yang, Jianguo Xiao:
  Towards an Iterative Reinforcement Approach for Simultaneous Document Summarization and Keyword Extraction.
  
• Ronan Collobert, Jason Weston:
  Fast Semantic Extraction Using a Novel Neural Network Architecture.
  
• Roxana Girju:
  Improving the Interpretation of Noun Phrases with Cross-linguistic Information.
  
• Razvan C. Bunescu, Raymond J. Mooney:
  Learning to Extract Relations from the Web using Minimal Supervision.
  
• Feiyu Xu, Hans Uszkoreit, Hong Li:
  A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity.
  
• Mstislav Maslennikov, Tat-Seng Chua:
  A Multi-resolution Framework for Information Extraction from Free Text.
  
• Benjamin Rosenfeld, Ronen Feldman:
  Using Corpus Statistics on Entities to Improve Semi-supervised Relation Extraction from the Web.
  
• Jirí Havelka:
  Beyond Projectivity: Multilingual Evaluation of Constraints and Measures on Non-Projective Structures.
  
• Roi Reichart, Ari Rappoport:
  Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets.
  
• Kenji Sagae, Yusuke Miyao, Jun'ichi Tsujii:
  HPSG Parsing with Shallow Dependency Constraints.
  
• Ivan Titov, James Henderson:
  Constituent Parsing with Incremental Sigmoid Belief Networks.
  
• Sarvnaz Karimi, Andrew Turpin, Falk Scholer:
  Corpus Effects on the Evaluation of Automated Transliteration Systems.
  
• Sarvnaz Karimi, Falk Scholer, Andrew Turpin:
  Collapsed Consonant and Vowel Models: New Approaches for English-Persian Transliteration and Back-Transliteration.
  
• Shane Bergsma, Grzegorz Kondrak:
  Alignment-Based Discriminative String Similarity.
  
• Emmanuel Morin, Béatrice Daille, Koichi Takeuchi, Kyo Kageura:
  Bilingual Terminology Mining - Using Brain, not brawn comparable corpora.
  
• Feifan Liu, Yang Liu:
  Unsupervised Language Model Adaptation Incorporating Named Entity Information.
  
• Deirdre Hogan:
  Coordinate Noun Phrase Disambiguation in a Generative Parsing Model.
  
• Conghui Zhu, Jie Tang, Hang Li, Hwee Tou Ng, Tiejun Zhao:
  A Unified Tagging Approach to Text Normalization.
  
• Doug Downey, Stefan Schoenmackers, Oren Etzioni:
  Sparse Information Extraction: Unsupervised Language Models to the Rescue.
  
• Yang Liu, Yun Huang, Qun Liu, Shouxun Lin:
  Forest-to-String Statistical Translation Rules.
  
• Hendra Setiawan, Min-Yen Kan, Haizhou Li:
  Ordering Phrases with Function Words.
  
• Chi-Ho Li, Minghui Li, Dongdong Zhang, Mu Li, Ming Zhou, Yi Guan:
  A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation.
  
• Trevor Cohn, Mirella Lapata:
  Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora.
  
• Martin Jansche:
  A Maximum Expected Utility Framework for Binary Sequence Labeling.
  
• Sharon Goldwater, Thomas L. Griffiths:
  A fully Bayesian approach to unsupervised part-of-speech tagging.
  
• Noah A. Smith, Douglas L. Vail, John D. Lafferty:
  Computationally Efficient M-Estimation of Log-Linear Structure Models.
  
• Libin Shen, Giorgio Satta, Aravind K. Joshi:
  Guided Learning for Bidirectional Sequence Classification.
  
• Hoa Trang Dang, Jimmy J. Lin:
  Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors.
  
• Alessandro Moschitti, Silvia Quarteroni, Roberto Basili, Suresh Manandhar:
  Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification.
  
• Jeongwoo Ko, Teruko Mitamura, Eric Nyberg:
  Language-independent Probabilistic Answer Ranking for Question Answering.
  
• Martijn Spitters, Marco De Boni, Jakub Zavrel, Remko Bonnema:
  Learning to Compose Effective Strategies from a Library of Dialogue Components.
  
• Agustín Gravano, Stefan Benus, Hector Chavez, Julia Hirschberg, Lauren Wilcox:
  On the role of context and prosody in the interpretation of 'okay'.
  
• David Reitter, Johanna D. Moore:
  Predicting Success in Dialogue.
  
• Christoph Müller:
  Resolving It, This, and That in Unrestricted Multi-Party Dialog.
  
• Jianfeng Gao, Galen Andrew, Mark Johnson, Kristina Toutanova:
  A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.
  
• Smaranda Muresan, Owen Rambow:
  Grammar Approximation by Representative Sublanguage: A New Model for Language Learning.
  
• Yue Zhang, Stephen Clark:
  Chinese Segmentation with a Word-Based Perceptron Algorithm.
  
• Aria Haghighi, Dan Klein:
  Unsupervised Coreference Resolution in a Nonparametric Bayesian Model.
  
• Hua Wu, Haifeng Wang:
  Pivot Language Approach for Phrase-Based Statistical Machine Translation.
  
• Tarek Sherif, Grzegorz Kondrak:
  Bootstrapping a Stochastic Transducer for Arabic-English Transliteration Extraction.
  
• Peter A. Chew, Ahmed Abdelali:
  Benefits of the `Massively Parallel Rosetta Stone': Cross-Language Information Retrieval with over 30 Languages.
  
• Joshua Albrecht, Rebecca Hwa:
  A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation.
  
• Philipp Cimiano, Johanna Wenderoth:
  Automatic Acquisition of Ranked Qualia Structures from the Web.
  
• Alexis Palmer, Elias Ponvert, Jason Baldridge, Carlota Smith:
  A Sequencing Model for Situation Entity Classification.
  
• Marco Baroni, Stefan Evert:
  Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling.
  
• Judita Preiss, Ted Briscoe, Anna Korhonen:
  A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora.
  
• Vera Demberg:
  A Language-Independent Unsupervised Model for Morphological Segmentation.
  
• François Barthélemy:
  Using Mazurkiewicz Trace Languages for Partition-Based Morphology.
  
• Robert Daland, Andrea D. Sims, Janet B. Pierrehumbert:
  Much ado about nothing: A social network model of Russian paradigmatic gaps.
  
• Tarek Sherif, Grzegorz Kondrak:
  Substring-Based Transliteration.
  
• Kristy Hollingshead, Brian Roark:
  Pipeline Iteration.
  
• Yuk Wah Wong, Raymond J. Mooney:
  Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus.
  
• Jens Nilsson, Joakim Nivre, Johan Hall:
  Generalizing Tree Transformations for Inductive Dependency Parsing.
  
• Rada Mihalcea, Carmen Banea, Janyce Wiebe:
  Learning Multilingual Subjective Language via Cross-Lingual Projections.
  
• Ann Devitt, Khurshid Ahmad:
  Sentiment Polarity Identification in Financial News: A Cohesion-based Approach.
  
• Ben Medlock, Ted Briscoe:
  Weakly Supervised Learning for Hedge Classification in Scientific Literature.
  
• Koen Deschacht, Marie-Francine Moens:
  Text Analysis for Automatic Image Annotation.
  
• Vincenzo Pallotta, Violeta Seretan, Marita Ailomaa:
  User Requirements Analysis for Meeting Information Retrieval Based on Query Elicitation.
  
• Pei-yun Hsueh, Johanna D. Moore:
  Combining Multiple Knowledge Sources for Dialogue Segmentation in Multimedia Archives.
  
• Liang-Chih Yu, Chung-Hsien Wu, Chin-Yew Lin, Eduard H. Hovy, Chia-Ling Lin:
  Topic Analysis for Psychiatric Document Retrieval.
  
• Iryna Gurevych, Christof Müller, Torsten Zesch:
  What to be? - Electronic Career Guidance Based on Semantic Relatedness.
  
• Hongyan Jing, Nanda Kambhatla, Salim Roukos:
  Extracting Social Networks and Biographical Facts From Conversational Speech Transcripts.
  

Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions

• Front Matter.
  
• J. Gabriel Amores, Guillermo Pérez, Pilar Manchón Portillo:
  MIMUS: A Multimodal and Multilingual Dialogue System for the Home Domain.
  
• Takeshi Abekawa, Kyo Kageura:
  A Translation Aid System with a Stratified Lookup Interface.
  
• Akitoshi Okumura, Takahiro Ikeda, Toshihiro Nishizawa, Shinichi Ando, Fumihiro Adachi:
  Multimedia Blog Creation System using Dialogue with Intelligent Robot.
  
• Claire Gardent, Yannick Parmentier:
  SemTAG: a platform for specifying Tree Adjoining Grammars and performing TAG-based Semantic Construction.
  
• Satoshi Sekine, Akira Oda:
  System Demonstration of On-Demand Information Extraction.
  
• Gianmaria Ajani, Guido Boella, Leonardo Lesmo, Alessandro Mazzei, Piercarlo Rossi:
  Multilingual Ontological Analysis of European Directives.
  
• Eiichiro Sumita, Tohru Shimizu, Satoshi Nakamura:
  NICT-ATR Speech-to-Speech Translation System.
  
• Stefan Evert, Marco Baroni:
  zipfR: Word Frequency Modeling in R.
  
• James R. Curran, Stephen Clark, Johan Bos:
  Linguistically Motivated Large-Scale NLP with C&C and Boxer.
  
• Catherine Smith, Timothy H. Rumbell, John A. Barnden, Robert J. Hendley, Mark G. Lee, Alan M. Wallington, Li Zhang:
  Don't worry about metaphor: affect detection for conversational agents.
  
• Pavel Rychlý, Adam Kilgarriff:
  An efficient algorithm for building a distributional thesaurus (and other Sketch Engine developments).
  
• Colin R. Batchelor, Peter T. Corbett:
  Semantic enrichment of journal articles using chemical named entity recognition.
  
• Simone Paolo Ponzetto, Michael Strube:
  An API for Measuring the Relatedness of Words in Wikipedia.
  
• Reinhard Rapp:
  Deriving an Ambiguous Word's Part-of-Speech Distribution from Unannotated Text.
  
• María Fuentes Fort, Enrique Alfonseca, Horacio Rodríguez:
  Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data.
  
• Hyungjong Noh, Jeongwon Cha, Gary Geunbae Lee:
  A Joint Statistical Model for Simultaneous Word Spacing and Spelling Error Correction for Korean.
  
• Yu-Chieh Wu, Jie-Chi Yang, Yue-Shi Lee:
  An Approximate Approach for Training Polynomial Kernel SVMs in Linear Time.
  
• Chu-Ren Huang, Petr Simon, Shu-Kai Hsieh, Laurent Prévot:
  Rethinking Chinese Word Segmentation: Tokenization, Character Classification, or Wordbreak Identification.
  
• Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Rosé:
  A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments.
  
• Hiroyuki Shinnou, Minoru Sasaki:
  Ensemble document clustering using weighted hypergraph generated by NMF.
  
• Songbo Tan:
  Using Error-Correcting Output Codes with Model-Refinement to Boost Centroid Text Classifier.
  
• Daniel Janus, Adam Przepiórkowski:
  Poliqarp: An open source corpus indexer and search engine with syntactic extensions.
  
• Lun-Wei Ku, Yong-Sheng Lo, Hsin-Hsi Chen:
  Test Collection Selection and Gold Standard Generation for a Multiply-Annotated Opinion Corpus.
  
• Andrei Popescu-Belis, Paula Estrella:
  Generating Usable Formats for Metadata and Annotations in a Large Meeting Corpus.
  
• Keke Cai, Jiajun Bu, Chun Chen, Kangmiao Liu:
  Exploration of Term Dependence in Sentence Retrieval.
  
• Nicola Ehling, Richard Zens, Hermann Ney:
  Minimum Bayes Risk Decoding for BLEU.
  
• Surabhi Gupta, Matthew Purver, Daniel Jurafsky:
  Disambiguating Between Generic and Referential "You" in Dialog.
  
• Rodrigo Agerri, John A. Barnden, Mark G. Lee, Alan M. Wallington:
  On the formalization of Invariant Mappings for Metaphor Interpretation.
  
• Patrick Cardinal, Gilles Boulianne, Michel Comeau, Maryse Boisvert:
  Real-Time Correction of Closed-Captions.
  
• Ryuichiro Higashinaka, Kohji Dohsaka, Hideki Isozaki:
  Learning to Rank Definitions to Generate Quizzes for Interactive Information Presentation.
  
• Yukiko Nakano, Kazuyoshi Murata, Mika Enomoto, Yoshiko Arimoto, Yasuhiro Asa, Hirohiko Sagawa:
  Predicting Evidence of Understanding by Monitoring User's Task Manipulation in Multimodal Conversations.
  
• Markus Weimer, Iryna Gurevych, Max Mühlhäuser:
  Automatically Assessing the Post Quality in Online Discussions on Software.
  
• Michael Pucher:
  WordNet-based Semantic Relatedness Measures in Automatic Speech Recognition for Meetings.
  
• Changhua Yang, Kevin Hsin-Yih Lin, Hsin-Hsi Chen:
  Building Emotion Lexicon from Weblog Corpora.
  
• Chikara Hashimoto, Sadao Kurohashi:
  Construction of Domain Dictionary for Fundamental Vocabulary.
  
• Eiko Yamamoto, Hitoshi Isahara:
  Extracting Word Sets with Non-Taxonomical Relation.
  
• Yoshihiko Hayashi:
  A Linguistic Service Ontology for Language Infrastructures.
  
• Deirdre Hogan:
  Empirical Measurements of Lexical Similarity in Noun Phrase Conjuncts.
  
• Chu-Ren Huang, Petr Simon, Shu-Kai Hsieh:
  Automatic Discovery of Named Entity Variants: Grammar-driven Approaches to Non-Alphabetical Transliterations.
  
• Toru Hirano, Yoshihiro Matsuo, Gen-ichiro Kikui:
  Detecting Semantic Relations between Named Entities in Text Using Contextual Features.
  
• Adriana Roventini, Nilda Ruimy, Rita Marinelli, Marisa Ulivieri, Michele Mammini:
  Mapping Concrete Entities from PAROLE-SIMPLE-CLIPS to ItalWordNet: Methodology and Results.
  
• Erik F. Tjong Kim Sang:
  Extracting Hypernym Pairs from the Web.
  
• Graham Wilcock:
  An OWL Ontology for HPSG.
  
• Nathanael Chambers, Shan Wang, Daniel Jurafsky:
  Classifying Temporal Relations Between Events.
  
• Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, Evan Herbst:
  Moses: Open Source Toolkit for Statistical Machine Translation.
  
• Ruiqiang Zhang, Eiichiro Sumita:
  Boosting Statistical Machine Translation by Lemmatization and Linear Interpolation.
  
• Maofu Liu, Wenjie Li, Mingli Wu, Qin Lu:
  Extractive Summarization Based on Event Term Clustering.
  
• A. Cüneyd Tantug, Esref Adali, Kemal Oflazer:
  Machine Translation between Turkic Languages.
  
• Surabhi Gupta, Ani Nenkova, Daniel Jurafsky:
  Measuring Importance and Query Relevance in Topic-focused Multi-document Summarization.
  
• Masatoshi Tsuchiya, Ayu Purwarianti, Toshiyuki Wakita, Seiichi Nakagawa:
  Expanding Indonesian-Japanese Small Translation Dictionary Using a Pivot Language.
  
• Manfred Klenner:
  Shallow Dependency Labeling.
  
• Daisuke Kawahara, Kiyotaka Uchimoto:
  Minimally Lexicalized Dependency Parsing.
  
• Péter Halácsy, András Kornai, Csaba Oravecz:
  Poster paper: HunPos - an open source trigram tagger.
  
• Josep Maria Crego, José B. Mariño:
  Extending MARIE: an N-gram-based SMT decoder.
  
• Tetsuji Nakagawa, Kiyotaka Uchimoto:
  A Hybrid Approach to Word Segmentation and POS Tagging.
  
• Sandipan Dandapat, Sudeshna Sarkar, Anupam Basu:
  Automatic Part-of-Speech Tagging for Bengali: An Approach for Morphologically Rich Languages in a Poor Resource Scenario.
  
• Kenji Imamura, Gen-ichiro Kikui, Norihito Yasuda:
  Japanese Dependency Parsing Using Sequential Labeling for Semi-spoken Language.
  

Proceedings of the ACL 2007 Student Research Workshop

• Front Matter.
  
• Nathan C. Sanders:
  Measuring Syntactic Difference in British English.
  
• Elias Ponvert:
  Inducing Combinatory Categorial Grammars with Genetic Algorithms.
  
• Aleksander Buczynski:
  An Implementation of Combined Partial Parser and Morphosyntactic Disambiguator.
  
• Rados aw Moszczynski:
  A Practical Classification of Multiword Expressions.
  
• Andrea Mulloni:
  Automatic Prediction of Cognate Orthography Using Support Vector Machines.
  
• Martina Naughton:
  Exploiting Structure for Event Discovery Using the MDI Algorithm.
  
• Taras Zagibalov:
  Kinds of Features for Chinese Opinionated Information Retrieval.
  
• Bart Cramer:
  Limitations of Current Grammar Induction Algorithms.
  
• Richard Johansson:
  Logistic Online Learning Methods and Their Application to Incremental Dependency Parsing.
  
• Yves Scherrer:
  Adaptive String Distance Measures for Bilingual Dialect Lexicon Induction.
  
• Jelena Prokiæ:
  Identifying Linguistic Structure in a Quantitative Analysis of Dialect Pronunciation.
  
• Silke Scheible:
  Towards a Computational Treatment of Superlatives.
  
• Diarmuid Ó Séaghdha:
  Annotating and Learning Compound Noun Semantics.
  
• Paul Nulty:
  Semantic Classification of Noun Phrases Using Web Counts and Learning Algorithms.
  
• Olena Medelyan:
  Computing Lexical Chains with Graph Clustering.
  
• Kata Gábor, Eniko Héja:
  Clustering Hungarian Verbs on the Basis of Complementation Patterns.
  

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