EMNLP 2007

132 papers

Multilingual Deterministic Dependency Parsing Framework using Modified Finite Newton Method Support Vector Machines

Yu-Chieh Wu, Jie-Chi Yang, Yue-Shi Lee

Adapting the RASP System for the CoNLL07 Domain-Adaptation Task

Rebecca Watson, Ted Briscoe

Structural Correspondence Learning for Dependency Parsing

Nobuyuki Shimizu, Hiroshi Nakagawa

Pro3Gres Parser in the CoNLL Domain Adaptation Shared Task

Gerold Schneider, Kaarel Kaljurand, Fabio Rinaldi, Tobias Kuhn

Global Learning of Labeled Dependency Trees

Michael Schiehlen, Kristina Spranger

A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning

Le-Minh Nguyen, Akira Shimazu, Phuong-Thai Nguyen, Xuan-Hieu Phan

Covington Variations

Svetoslav Marinov

Online Learning for Deterministic Dependency Parsing

Prashanth Reddy Mannem

Incremental Dependency Parsing Using Online Learning

Richard Johansson, Pierre Nugues

A Two-Stage Parser for Multilingual Dependency Parsing

Wenliang Chen, Yujie Zhang, Hitoshi Isahara

A Constraint Satisfaction Approach to Dependency Parsing

Sander Canisius, Erik Tjong Kim Sang

Hybrid Ways to Improve Domain Independence in an ML Dependency Parser

Eckhard Bick

Multilingual Dependency Parsing and Domain Adaptation using DeSR

Giuseppe Attardi, Felice Dell’Orletta, Maria Simi, Atanas Chanev, Massimiliano Ciaramita

Building Domain-Specific Taggers without Annotated (Domain) Data

John Miller, Manabu Torii, K. Vijay-Shanker

Mandarin Part-of-Speech Tagging and Discriminative Reranking

Zhongqiang Huang, Mary Harper, Wen Wang

Determining Case in Arabic: Learning Complex Linguistic Behavior Requires Complex Linguistic Features

Nizar Habash, Ryan Gabbard, Owen Rambow, Seth Kulick, Mitch Marcus

Building Lexicon for Sentiment Analysis from Massive Collection of HTML Documents

Nobuhiro Kaji, Masaru Kitsuregawa

Extracting Aspect-Evaluation and Aspect-Of Relations in Opinion Mining

Nozomi Kobayashi, Kentaro Inui, Yuji Matsumoto

Crystal: Analyzing Predictive Opinions on the Web

Soo-Min Kim, Eduard Hovy

Frustratingly Hard Domain Adaptation for Dependency Parsing

Mark Dredze, John Blitzer, Partha Pratim Talukdar, Kuzman Ganchev, João Graça

Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles

Kenji Sagae, Jun’ichi Tsujii

Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering

Aline Villavicencio, Valia Kordoni, Yi Zhang, Marco Idiart, Carlos Ramisch

A Topic Model for Word Sense Disambiguation

Jordan Boyd-Graber, David Blei, Xiaojin Zhu

Improving Word Sense Disambiguation Using Topic Features

Junfu Cai, Wee Sun Lee, Yee Whye Teh

Learning to Merge Word Senses

Rion Snow, Sushant Prakash, Daniel Jurafsky, Andrew Y. Ng

Learning to Find English to Chinese Transliterations on the Web

Jian-Cheng Wu, Jason S. Chang

An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems

Wolfgang Macherey, Franz J. Och

Hierarchical Phrase-Based Translation with Suffix Arrays

Adam Lopez

Improving Translation Quality by Discarding Most of the Phrasetable

Howard Johnson, Joel Martin, George Foster, Roland Kuhn

Log-Linear Models of Non-Projective Trees, k-best MST Parsing and Tree-Ranking

Keith Hall, Jiří Havelka, David A. Smith

Experiments with a Higher-Order Projective Dependency Parser

Xavier Carreras

Multilingual Dependency Parsing Using Global Features

Tetsuji Nakagawa

Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model

Ivan Titov, James Henderson

Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing

Xiangyu Duan, Jun Zhao, Bo Xu

Single Malt or Blended? A Study in Multilingual Parser Optimization

Johan Hall, Jens Nilsson, Joakim Nivre, Gülşen Eryiǧit, Beata Megyesi

The CoNLL 2007 Shared Task on Dependency Parsing

Joakim Nivre, Johan Hall, Sandra Kübler, Ryan Mcdonald, Jens Nilsson

Inducing Search Keys for Name Filtering

L. Karl Branting

Learning Structured Models for Phone Recognition

Slav Petrov, Adam Pauls, Dan Klein

A Probabilistic Approach to Diachronic Phonology

Alexandre Bouchard, Percy Liang, Thomas Griffiths, Dan Klein

Translating Unknown Words by Analogical Learning

Philippe Langlais, Alexandre Patry

Factored Translation Models

Philipp Koehn, Hieu Hoang

Large Language Models in Machine Translation

Thorsten Brants, Ashok C. Popat, Peng Xu, Franz J. Och, Jeffrey Dean

Multiple Alignment of Citation Sentences with Conditional Random Fields and Posterior Decoding

Ariel Schwartz, Anna Divoli, Marti Hearst

Extracting Data Records from Unstructured Biomedical Full Text

Donghui Feng, Gully Burns, Eduard Hovy

Bootstrapping Information Extraction from Field Books

Sander Canisius, Caroline Sporleder

Learning Noun Phrase Query Segmentation

Shane Bergsma, Qin Iris Wang

A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval

Tee Kiah Chia, Haizhou Li, Hwee Tou Ng

Finding Good Sequential Model Structures using Output Transformations

Edward Loper

Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach

Jun Suzuki, Akinori Fujino, Hideki Isozaki

Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem

Jingbo Zhu, Eduard Hovy

Scalable Term Selection for Text Categorization

Jingyang Li, Maosong Sun

Online Large-Margin Training for Statistical Machine Translation

Taro Watanabe, Jun Suzuki, Hajime Tsukada, Hideki Isozaki

What Can Syntax-Based MT Learn from Phrase-Based MT?

Steve DeNeefe, Kevin Knight, Wei Wang, Daniel Marcu

Binarizing Syntax Trees to Improve Syntax-Based Machine Translation Accuracy

Wei Wang, Kevin Knight, Daniel Marcu

Chinese Syntactic Reordering for Statistical Machine Translation

Chao Wang, Michael Collins, Philipp Koehn

Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information

Guodong Zhou, Min Zhang, Dong Hong Ji, Qiaoming Zhu

Effective Information Extraction with Semantic Affinity Patterns and Relevant Regions

Siddharth Patwardhan, Ellen Riloff

Large-Scale Named Entity Disambiguation Based on Wikipedia Data

Silviu Cucerzan

Exploiting Wikipedia as External Knowledge for Named Entity Recognition

Jun’ichi Kazama, Kentaro Torisawa

The Infinite PCFG Using Hierarchical Dirichlet Processes

Percy Liang, Slav Petrov, Michael Jordan, Dan Klein

Online Learning of Relaxed CCG Grammars for Parsing to Logical Form

Luke Zettlemoyer, Michael Collins

Bootstrapping Feature-Rich Dependency Parsers with Entropic Priors

David A. Smith, Jason Eisner

MavenRank: Identifying Influential Members of the US Senate Using Lexical Centrality

Anthony Fader, Dragomir R. Radev, Michael H. Crespin, Burt L. Monroe, Kevin M. Quinn

A Graph-Based Approach to Named Entity Categorization in Wikipedia Using Conditional Random Fields

Yotaro Watanabe, Masayuki Asahara, Yuji Matsumoto

Semi-Markov Models for Sequence Segmentation

Qinfeng Shi, Yasemin Altun, Alex Smola, S.v.n. Vishwanathan

Treebank Annotation Schemes and Parser Evaluation for German

Ines Rehbein, Josef van Genabith

Recovery of Empty Nodes in Parse Structures

Denis Filimonov, Mary Harper

A Discriminative Learning Model for Coordinate Conjunctions

Masashi Shimbo, Kazuo Hara

Japanese Dependency Analysis Using the Ancestor-Descendant Relation

Akihiro Tamura, Hiroya Takamura, Manabu Okumura

Experimental Evaluation of LTAG-Based Features for Semantic Role Labeling

Yudong Liu, Anoop Sarkar

Lexical Semantic Relatedness with Random Graph Walks

Thad Hughes, Daniel Ramage

Cross-Lingual Distributional Profiles of Concepts for Measuring Semantic Distance

Saif Mohammad, Iryna Gurevych, Graeme Hirst, Torsten Zesch

Generating Lexical Analogies Using Dependency Relations

Andy Chiu, Pascal Poupart, Chrysanne DiMarco

Parsimonious Data-Oriented Parsing

Willem Zuidema

Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach

Shanheng Zhao, Hwee Tou Ng

Phrase Reordering Model Integrating Syntactic Knowledge for SMT

Dongdong Zhang, Mu Li, Chi-Ho Li, Ming Zhou

A Systematic Comparison of Training Criteria for Statistical Machine Translation

Richard Zens, Saša Hasan, Hermann Ney

Bilingual Cluster Based Models for Statistical Machine Translation

Hirofumi Yamamoto, Eiichiro Sumita

Methods to Integrate a Language Model with Semantic Information for a Word Prediction Component

Tonio Wandmacher, Jean-Yves Antoine

Antecedent Selection Techniques for High-Recall Coreference Resolution

Yannick Versley

An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data

Katrin Tomanek, Joachim Wermter, Udo Hahn

Word Sense Disambiguation Incorporating Lexical and Structural Semantic Information

Takaaki Tanaka, Francis Bond, Timothy Baldwin, Sanae Fujita, Chikara Hashimoto

Smoothed Bloom Filter Language Models: Tera-Scale LMs on the Cheap

David Talbot, Miles Osborne

Automatic Identification of Important Segments and Expressions for Mining of Business-Oriented Conversations at Contact Centers

Hironori Takeuchi, L Venkata Subramaniam, Tetsuya Nasukawa, Shourya Roy

Enhancing Single-Document Summarization by Combining RankNet and Third-Party Sources

Krysta Svore, Lucy Vanderwende, Christopher Burges

Morphological Disambiguation of Hebrew: A Case Study in Classifier Combination

Danny Shacham, Shuly Wintner

Smooth Bilingual N-Gram Translation

Holger Schwenk, Marta R. Costa-jussà, José A. R. Fonollosa

Bayesian Document Generative Model with Explicit Multiple Topics

Issei Sato, Hiroshi Nakagawa

V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure

Andrew Rosenberg, Julia Hirschberg

Flexible, Corpus-Based Modelling of Human Plausibility Judgements

Sebastian Padó, Ulrike Padó, Katrin Erk

Part-of-Speech Tagging for Middle English through Alignment and Projection of Parallel Diachronic Texts

Taesun Moon, Jason Baldridge

Explorations in Automatic Book Summarization

Rada Mihalcea, Hakan Ceylan

Detecting Compositionality of Verb-Object Combinations using Selectional Preferences

Diana McCarthy, Sriram Venkatapathy, Aravind Joshi

Syntactic Re-Alignment Models for Machine Translation

Jonathan May, Kevin Knight

Topic Segmentation with Hybrid Document Indexing

Irina Matveeva, Gina-Anne Levow

Improving Statistical Machine Translation Performance by Training Data Selection and Optimization

Yajuan Lü, Jin Huang, Qun Liu

Low-Quality Product Review Detection in Opinion Summarization

Jingjing Liu, Yunbo Cao, Chin-Yew Lin, Yalou Huang, Ming Zhou

Extending a Thesaurus in the Pan-Chinese Context

Oi Yee Kwong, Benjamin K. Tsou

A New Perceptron Algorithm for Sequence Labeling with Non-Local Features

Jun’ichi Kazama, Kentaro Torisawa

Probabilistic Coordination Disambiguation in a Fully-Lexicalized Japanese Parser

Daisuke Kawahara, Sadao Kurohashi