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Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

D10-1 [bib]: Entire volume

D10-1000: Front Matter

D10-1001 [bib]: Alexander M Rush; David Sontag; Michael Collins; Tommi Jaakkola
On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing

D10-1002 [bib]: Zhongqiang Huang; Mary Harper; Slav Petrov
Self-Training with Products of Latent Variable Grammars

D10-1003 [bib]: Jackie Chi Kit Cheung; Gerald Penn
Utilizing Extra-Sentential Context for Parsing

D10-1004 [bib]: Andre Martins; Noah Smith; Eric Xing; Pedro Aguiar; Mario Figueiredo
Turbo Parsers: Dependency Parsing by Approximate Variational Inference

D10-1005 [bib]: Jordan Boyd-Graber; Philip Resnik
Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation

D10-1006 [bib]: Xin Zhao; Jing Jiang; Hongfei Yan; Xiaoming Li
Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid

D10-1007 [bib]: Michael Paul; ChengXiang Zhai; Roxana Girju
Summarizing Contrastive Viewpoints in Opinionated Text

D10-1008 [bib]: Amit Goyal; Ellen Riloff; Hal Daume III
Automatically Producing Plot Unit Representations for Narrative Text

D10-1009 [bib]: Danish Contractor; Govind Kothari; Tanveer Faruquie; L V Subramaniam; Sumit Negi
Handling Noisy Queries in Cross Language FAQ Retrieval

D10-1010 [bib]: Razvan Bunescu; Yunfeng Huang
Learning the Relative Usefulness of Questions in Community QA

D10-1011 [bib]: Florian Boudin; Jian-Yun Nie; Martin Dawes
Positional Language Models for Clinical Information Retrieval

D10-1012 [bib]: Roberto Navigli; Giuseppe Crisafulli
Inducing Word Senses to Improve Web Search Result Clustering

D10-1013 [bib]: Philip Resnik; Olivia Buzek; Chang Hu; Yakov Kronrod; Alex Quinn; Benjamin B. Bederson
Improving Translation via Targeted Paraphrasing

D10-1014 [bib]: Zhongqiang Huang; Martin Cmejrek; Bowen Zhou
Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions

D10-1015 [bib]: Minh-Thang Luong; Preslav Nakov; Min-Yen Kan
A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages

D10-1016 [bib]: Dmitriy Genzel; Jakob Uszkoreit; Franz Och
"Poetic" Statistical Machine Translation: Rhyme and Meter

D10-1017 [bib]: Amarnag Subramanya; Slav Petrov; Fernando Pereira
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models

D10-1018 [bib]: Wei Lu; Hwee Tou Ng
Better Punctuation Prediction with Dynamic Conditional Random Fields

D10-1019 [bib]: Xian Qian; Qi Zhang; Yaqian Zhou; Xuanjing Huang; Lide Wu
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks

D10-1020 [bib]: Taesun Moon; Katrin Erk; Jason Baldridge
Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation

D10-1021 [bib]: Arjun Mukherjee; Bing Liu
Improving Gender Classification of Blog Authors

D10-1022 [bib]: Xiao-Li Li; Bing Liu; See-Kiong Ng
Negative Training Data Can be Harmful to Text Classification

D10-1023 [bib]: Isaac Persing; Alan Davis; Vincent Ng
Modeling Organization in Student Essays

D10-1024 [bib]: Daniel Walker; William B. Lund; Eric K. Ringger
Evaluating Models of Latent Document Semantics in the Presence of OCR Errors

D10-1025 [bib]: John Platt; Kristina Toutanova; Wen-tau Yih
Translingual Document Representations from Discriminative Projections

D10-1026 [bib]: David Guthrie; Mark Hepple
Storing the Web in Memory: Space Efficient Language Models with Constant Time Retrieval

D10-1027 [bib]: Liang Huang; Haitao Mi
Efficient Incremental Decoding for Tree-to-String Translation

D10-1028 [bib]: Eric Hardisty; Jordan Boyd-Graber; Philip Resnik
Modeling Perspective Using Adaptor Grammars

D10-1029 [bib]: Shane Bergsma; Aditya Bhargava; Hua He; Grzegorz Kondrak
Predicting the Semantic Compositionality of Prefix Verbs

D10-1030 [bib]: Tao Zhuang; Chengqing Zong
Joint Inference for Bilingual Semantic Role Labeling

D10-1031 [bib]: Eduardo Blanco; Dan Moldovan
Automatic Discovery of Manner Relations and its Applications

D10-1032 [bib]: Roi Reichart; Ari Rappoport
Tense Sense Disambiguation: A New Syntactic Polysemy Task

D10-1033 [bib]: Radu Florian; John Pitrelli; Salim Roukos; Imed Zitouni
Improving Mention Detection Robustness to Noisy Input

D10-1034 [bib]: Longhua Qian; Guodong Zhou
Clustering-Based Stratified Seed Sampling for Semi-Supervised Relation Classification

D10-1035 [bib]: Tara McIntosh
Unsupervised Discovery of Negative Categories in Lexicon Bootstrapping

D10-1036 [bib]: Zhiyuan Liu; Wenyi Huang; Yabin Zheng; Maosong Sun
Automatic Keyphrase Extraction via Topic Decomposition

D10-1037 [bib]: Christina Sauper; Aria Haghighi; Regina Barzilay
Incorporating Content Structure into Text Analysis Applications

D10-1038 [bib]: Shafiq Joty; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails

D10-1039 [bib]: Hugo Hernault; Danushka Bollegala; Mitsuru Ishizuka
A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension

D10-1040 [bib]: Dave Golland; Percy Liang; Dan Klein
A Game-Theoretic Approach to Generating Spatial Descriptions

D10-1041 [bib]: Jinhua Du; Jie Jiang; Andy Way
Facilitating Translation Using Source Language Paraphrase Lattices

D10-1042 [bib]: Gae-won You; Seung-won Hwang; Young-In Song; Long Jiang; Zaiqing Nie
Mining Name Translations from Entity Graph Mapping

D10-1043 [bib]: Hui Zhang; Min Zhang; Haizhou Li; Eng Siong Chng
Non-Isomorphic Forest Pair Translation

D10-1044 [bib]: George Foster; Cyril Goutte; Roland Kuhn
Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation

D10-1045 [bib]: Mark Dredze; Aren Jansen; Glen Coppersmith; Ken Church
NLP on Spoken Documents Without ASR

D10-1046 [bib]: Zahar Prasov; Joyce Y. Chai
Fusing Eye Gaze with Speech Recognition Hypotheses to Resolve Exophoric References in Situated Dialogue

D10-1047 [bib]: Ahmet Aker; Trevor Cohn; Robert Gaizauskas
Multi-Document Summarization Using A* Search and Discriminative Learning

D10-1048 [bib]: Karthik Raghunathan; Heeyoung Lee; Sudarshan Rangarajan; Nate Chambers; Mihai Surdeanu; Dan Jurafsky; Christopher Manning
A Multi-Pass Sieve for Coreference Resolution

D10-1049 [bib]: Gabor Angeli; Percy Liang; Dan Klein
A Simple Domain-Independent Probabilistic Approach to Generation

D10-1050 [bib]: Kristian Woodsend; Yansong Feng; Mirella Lapata
Title Generation with Quasi-Synchronous Grammar

D10-1051 [bib]: Erica Greene; Tugba Bodrumlu; Kevin Knight
Automatic Analysis of Rhythmic Poetry with Applications to Generation and Translation

D10-1052 [bib]: Hendra Setiawan; Chris Dyer; Philip Resnik
Discriminative Word Alignment with a Function Word Reordering Model

D10-1053 [bib]: Adrià de Gispert; Juan Pino; William Byrne
Hierarchical Phrase-Based Translation Grammars Extracted from Alignment Posterior Probabilities

D10-1054 [bib]: Zhongjun He; Yao Meng; Hao Yu
Maximum Entropy Based Phrase Reordering for Hierarchical Phrase-Based Translation

D10-1055 [bib]: Dominic Espinosa; Rajakrishnan Rajkumar; Michael White; Shoshana Berleant
Further Meta-Evaluation of Broad-Coverage Surface Realization

D10-1056 [bib]: Christos Christodoulopoulos; Sharon Goldwater; Mark Steedman
Two Decades of Unsupervised POS Induction: How Far Have We Come?

D10-1057 [bib]: Mark Dredze; Tim Oates; Christine Piatko
We’re Not in Kansas Anymore: Detecting Domain Changes in Streams

D10-1058 [bib]: Shaojun Zhao; Daniel Gildea
A Fast Fertility Hidden Markov Model for Word Alignment Using MCMC

D10-1059 [bib]: Samidh Chatterjee; Nicola Cancedda
Minimum Error Rate Training by Sampling the Translation Lattice

D10-1060 [bib]: Libin Shen; Bing Zhang; Spyros Matsoukas; Jinxi Xu; Ralph Weischedel
Statistical Machine Translation with a Factorized Grammar

D10-1061 [bib]: Sankaranarayanan Ananthakrishnan; Rohit Prasad; David Stallard; Prem Natarajan
Discriminative Sample Selection for Statistical Machine Translation

D10-1062 [bib]: Tagyoung Chung; Daniel Gildea
Effects of Empty Categories on Machine Translation

D10-1063 [bib]: Mark Hopkins; Greg Langmead
SCFG Decoding Without Binarization

D10-1064 [bib]: Aurélien Max
Example-Based Paraphrasing for Improved Phrase-Based Statistical Machine Translation

D10-1065 [bib]: Jinxi Xu; Antti-Veikko Rosti
Combining Unsupervised and Supervised Alignments for MT: An Empirical Study

D10-1066 [bib]: Eugene Charniak
Top-Down Nearly-Context-Sensitive Parsing

D10-1067 [bib]: Roi Reichart; Ari Rappoport
Improved Fully Unsupervised Parsing with Zoomed Learning

D10-1068 [bib]: Rebecca Dridan; Timothy Baldwin
Unsupervised Parse Selection for HPSG

D10-1069 [bib]: Slav Petrov; Pi-Chuan Chang; Michael Ringgaard; Hiyan Alshawi
Uptraining for Accurate Deterministic Question Parsing

D10-1070 [bib]: Qiaoming Zhu; Junhui Li; Hongling Wang; Guodong Zhou
A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing

D10-1071 [bib]: Rushin Shah; Paramveer S. Dhillon; Mark Liberman; Dean Foster; Mohamed Maamouri; Lyle Ungar
A New Approach to Lexical Disambiguation of Arabic Text

D10-1072 [bib]: Stephen Boxwell; Dennis Mehay; Chris Brew
What a Parser Can Learn from a Semantic Role Labeler and Vice Versa

D10-1073 [bib]: Ioannis Klapaftis; Suresh Manandhar
Word Sense Induction Disambiguation Using Hierarchical Random Graphs

D10-1074 [bib]: Chen Zhang; Joyce Chai
Towards Conversation Entailment: An Empirical Investigation

D10-1075 [bib]: Ming-Wei Chang; Michael Connor; Dan Roth
The Necessity of Combining Adaptation Methods

D10-1076 [bib]: Hai Son Le; Alexandre Allauzen; Guillaume Wisniewski; François Yvon
Training Continuous Space Language Models: Some Practical Issues

D10-1077 [bib]: Baobao Chang; Dongxu Han
Enhancing Domain Portability of Chinese Segmentation Model Using Chi-Square Statistics and Bootstrapping

D10-1078 [bib]: Michael Lamar; Yariv Maron; Elie Bienenstock
Latent-Descriptor Clustering for Unsupervised POS Induction

D10-1079 [bib]: Peter McClanahan; George Busby; Robbie Haertel; Kristian Heal; Deryle Lonsdale; Kevin Seppi; Eric Ringger
A Probabilistic Morphological Analyzer for Syriac

D10-1080 [bib]: Vladimir Eidelman; Zhongqiang Huang; Mary Harper
Lessons Learned in Part-of-Speech Tagging of Conversational Speech

D10-1081 [bib]: Valentin Zhikov; Hiroya Takamura; Manabu Okumura
An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL

D10-1082 [bib]: Yue Zhang; Stephen Clark
A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model

D10-1083 [bib]: Yoong Keok Lee; Aria Haghighi; Regina Barzilay
Simple Type-Level Unsupervised POS Tagging

D10-1084 [bib]: Su Nam Kim; Lawrence Cavedon; Timothy Baldwin
Classifying Dialogue Acts in One-on-One Live Chats

D10-1085 [bib]: Bin Chen; Jian Su; Chew Lim Tan
Resolving Event Noun Phrases to Their Verbal Mentions

D10-1086 [bib]: Fang Kong; Guodong Zhou
A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution

D10-1087 [bib]: Masaki Murata; Tomohiro Ohno; Shigeki Matsubara
Automatic Comma Insertion for Japanese Text Generation

D10-1088 [bib]: Kostadin Cholakov; Gertjan van Noord
Using Unknown Word Techniques to Learn Known Words

D10-1089 [bib]: Pawel Mazur; Robert Dale
WikiWars: A New Corpus for Research on Temporal Expressions

D10-1090 [bib]: Chang Liu; Daniel Dahlmeier; Hwee Tou Ng
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts

D10-1091 [bib]: Guillaume Wisniewski; Alexandre Allauzen; François Yvon
Assessing Phrase-Based Translation Models with Oracle Decoding

D10-1092 [bib]: Hideki Isozaki; Tsutomu Hirao; Kevin Duh; Katsuhito Sudoh; Hajime Tsukada
Automatic Evaluation of Translation Quality for Distant Language Pairs

D10-1093 [bib]: Aida Khemakhem; Bilel Gargouri; Abdelmajid Ben Hamadou
An Approach of Generating Personalized Views from Normalized Electronic Dictionaries : A Practical Experiment on Arabic Language

D10-1094 [bib]: Alla Rozovskaya; Dan Roth
Generating Confusion Sets for Context-Sensitive Error Correction

D10-1095 [bib]: Avihai Mejer; Koby Crammer
Confidence in Structured-Prediction Using Confidence-Weighted Models

D10-1096 [bib]: Ekaterina Buyko; Udo Hahn
Evaluating the Impact of Alternative Dependency Graph Encodings on Solving Event Extraction Tasks

D10-1097 [bib]: Yassine Benajiba; Imed Zitouni
Enhancing Mention Detection Using Projection via Aligned Corpora

D10-1098 [bib]: Laura Chiticariu; Rajasekar Krishnamurthy; Yunyao Li; Frederick Reiss; Shivakumar Vaithyanathan
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks

D10-1099 [bib]: Limin Yao; Sebastian Riedel; Andrew McCallum
Collective Cross-Document Relation Extraction Without Labelled Data

D10-1100 [bib]: Apoorv Agarwal; Owen Rambow
Automatic Detection and Classification of Social Events

D10-1101 [bib]: Niklas Jakob; Iryna Gurevych
Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random Fields

D10-1102 [bib]: Ainur Yessenalina; Yisong Yue; Claire Cardie
Multi-Level Structured Models for Document-Level Sentiment Classification

D10-1103 [bib]: Lei Shi; Rada Mihalcea; Mingjun Tian
Cross Language Text Classification by Model Translation and Semi-Supervised Learning

D10-1104 [bib]: Xiaohua Liu; Bo Han; Kuan Li; Stephan Hyeonjun Stiller; Ming Zhou
SRL-Based Verb Selection for ESL

D10-1105 [bib]: Yunliang Jiang; Cindy Xide Lin; Qiaozhu Mei
Context Comparison of Bursty Events in Web Search and Online Media

D10-1106 [bib]: Stefan Schoenmackers; Jesse Davis; Oren Etzioni; Daniel Weld
Learning First-Order Horn Clauses from Web Text

D10-1107 [bib]: Quang Do; Dan Roth
Constraints Based Taxonomic Relation Classification

D10-1108 [bib]: Zornitsa Kozareva; Eduard Hovy
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web

D10-1109 [bib]: Fan Bu; Xingwei Zhu; Yu Hao; Xiaoyan Zhu
Function-Based Question Classification for General QA

D10-1110 [bib]: Ruiqiang Zhang; Yuki Konda; Anlei Dong; Pranam Kolari; Yi Chang; Zhaohui Zheng
Learning Recurrent Event Queries for Web Search

D10-1111 [bib]: Amr Ahmed; Eric Xing
Staying Informed: Supervised and Semi-Supervised Multi-View Topical Analysis of Ideological Perspective

D10-1112 [bib]: Yves Scherrer; Owen Rambow
Word-Based Dialect Identification with Georeferenced Rules

D10-1113 [bib]: Georgiana Dinu; Mirella Lapata
Measuring Distributional Similarity in Context

D10-1114 [bib]: Joseph Reisinger; Raymond Mooney
A Mixture Model with Sharing for Lexical Semantics

D10-1115 [bib]: Marco Baroni; Roberto Zamparelli
Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space

D10-1116 [bib]: Ching-Yun Chang; Stephen Clark
Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding

D10-1117 [bib]: Phil Blunsom; Trevor Cohn
Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing

D10-1118 [bib]: Samuel Brody
It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment

D10-1119 [bib]: Tom Kwiatkowksi; Luke Zettlemoyer; Sharon Goldwater; Mark Steedman
Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification

D10-1120 [bib]: Tahira Naseem; Harr Chen; Regina Barzilay; Mark Johnson
Using Universal Linguistic Knowledge to Guide Grammar Induction

D10-1121 [bib]: Ahmed Hassan; Vahed Qazvinian; Dragomir Radev
What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions

D10-1122 [bib]: Raghavendra Udupa; Shaishav Kumar
Hashing-Based Approaches to Spelling Correction of Personal Names

D10-1123 [bib]: Thomas Lin; Mausam; Oren Etzioni
Identifying Functional Relations in Web Text

D10-1124 [bib]: Jacob Eisenstein; Brendan O’Connor; Noah A. Smith; Eric P. Xing
A Latent Variable Model for Geographic Lexical Variation

D10-1125 [bib]: Terry Koo; Alexander M. Rush; Michael Collins; Tommi Jaakkola; David Sontag
Dual Decomposition for Parsing with Non-Projective Head Automata