Conference on Empirical Methods in Natural Language Processing (and forerunners) (2012)


up

pdf (full)
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

pdf
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Jun’ichi Tsujii | James Henderson | Marius Paşca

pdf
Syntactic Transfer Using a Bilingual Lexicon
Greg Durrett | Adam Pauls | Dan Klein

pdf
Regularized Interlingual Projections: Evaluation on Multilingual Transliteration
Jagadeesh Jagarlamudi | Hal Daumé III

pdf
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation
Akihiro Tamura | Taro Watanabe | Eiichiro Sumita

pdf
Lexical Differences in Autobiographical Narratives from Schizophrenic Patients and Healthy Controls
Kai Hong | Christian G. Kohler | Mary E. March | Amber A. Parker | Ani Nenkova

pdf
Streaming Analysis of Discourse Participants
Benjamin Van Durme

pdf
Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
Ahmed Hassan | Amjad Abu-Jbara | Dragomir Radev

pdf
Generative Goal-Driven User Simulation for Dialog Management
Aciel Eshky | Ben Allison | Mark Steedman

pdf
Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems
Nina Dethlefs | Helen Hastie | Verena Rieser | Oliver Lemon

pdf
Mixed Membership Markov Models for Unsupervised Conversation Modeling
Michael J. Paul

pdf
An Entity-Topic Model for Entity Linking
Xianpei Han | Le Sun

pdf
Linking Named Entities to Any Database
Avirup Sil | Ernest Cronin | Penghai Nie | Yinfei Yang | Ana-Maria Popescu | Alexander Yates

pdf
Towards Efficient Named-Entity Rule Induction for Customizability
Ajay Nagesh | Ganesh Ramakrishnan | Laura Chiticariu | Rajasekar Krishnamurthy | Ankush Dharkar | Pushpak Bhattacharyya

pdf
Active Learning for Imbalanced Sentiment Classification
Shoushan Li | Shengfeng Ju | Guodong Zhou | Xiaojun Li

pdf
A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts
Lizhen Qu | Rainer Gemulla | Gerhard Weikum

pdf
Collocation Polarity Disambiguation Using Web-based Pseudo Contexts
Yanyan Zhao | Bing Qin | Ting Liu

pdf
Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering
Michael Roth | Anette Frank

pdf
Local and Global Context for Supervised and Unsupervised Metonymy Resolution
Vivi Nastase | Alex Judea | Katja Markert | Michael Strube

pdf
Learning Verb Inference Rules from Linguistically-Motivated Evidence
Hila Weisman | Jonathan Berant | Idan Szpektor | Ido Dagan

pdf
Spectral Dependency Parsing with Latent Variables
Paramveer Dhillon | Jordan Rodu | Michael Collins | Dean Foster | Lyle Ungar

pdf
A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes
Robert Lindsey | William Headden | Michael Stipicevic

pdf
A Bayesian Model for Learning SCFGs with Discontiguous Rules
Abby Levenberg | Chris Dyer | Phil Blunsom

pdf
Multiple Aspect Summarization Using Integer Linear Programming
Kristian Woodsend | Mirella Lapata

pdf
Minimal Dependency Length in Realization Ranking
Michael White | Rajakrishnan Rajkumar

pdf
Framework of Automatic Text Summarization Using Reinforcement Learning
Seonggi Ryang | Takeshi Abekawa

pdf
Large Scale Decipherment for Out-of-Domain Machine Translation
Qing Dou | Kevin Knight

pdf
N-gram-based Tense Models for Statistical Machine Translation
Zhengxian Gong | Min Zhang | Chew Lim Tan | Guodong Zhou

pdf
Source Language Adaptation for Resource-Poor Machine Translation
Pidong Wang | Preslav Nakov | Hwee Tou Ng

pdf
Exploiting Reducibility in Unsupervised Dependency Parsing
David Mareček | Zdeněk Žabokrtský

pdf
Improving Transition-Based Dependency Parsing with Buffer Transitions
Daniel Fernández-González | Carlos Gómez-Rodríguez

pdf
Generalized Higher-Order Dependency Parsing with Cube Pruning
Hao Zhang | Ryan McDonald

pdf
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets
Young-Bum Kim | Benjamin Snyder

pdf
Name Phylogeny: A Generative Model of String Variation
Nicholas Andrews | Jason Eisner | Mark Dredze

pdf
Syntactic Surprisal Affects Spoken Word Duration in Conversational Contexts
Vera Demberg | Asad Sayeed | Philip Gorinski | Nikolaos Engonopoulos

pdf
Why Question Answering using Sentiment Analysis and Word Classes
Jong-Hoon Oh | Kentaro Torisawa | Chikara Hashimoto | Takuya Kawada | Stijn De Saeger | Jun’ichi Kazama | Yiou Wang

pdf
Natural Language Questions for the Web of Data
Mohamed Yahya | Klaus Berberich | Shady Elbassuoni | Maya Ramanath | Volker Tresp | Gerhard Weikum

pdf
Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews
Jianxing Yu | Zheng-Jun Zha | Tat-Seng Chua

pdf
Locally Training the Log-Linear Model for SMT
Lemao Liu | Hailong Cao | Taro Watanabe | Tiejun Zhao | Mo Yu | Conghui Zhu

pdf
Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation
Wenbin Jiang | Fandong Meng | Qun Liu | Yajuan Lü

pdf
Automatically Constructing a Normalisation Dictionary for Microblogs
Bo Han | Paul Cook | Timothy Baldwin

pdf
Unsupervised PCFG Induction for Grounded Language Learning with Highly Ambiguous Supervision
Joohyun Kim | Raymond Mooney

pdf
Forced Derivation Tree based Model Training to Statistical Machine Translation
Nan Duan | Mu Li | Ming Zhou

pdf
Multi-instance Multi-label Learning for Relation Extraction
Mihai Surdeanu | Julie Tibshirani | Ramesh Nallapati | Christopher D. Manning

pdf
An “AI readability” Formula for French as a Foreign Language
Thomas François | Cédrick Fairon

pdf
Dynamic Programming for Higher Order Parsing of Gap-Minding Trees
Emily Pitler | Sampath Kannan | Mitchell Marcus

pdf
Joint Entity and Event Coreference Resolution across Documents
Heeyoung Lee | Marta Recasens | Angel Chang | Mihai Surdeanu | Dan Jurafsky

pdf
Joint Chinese Word Segmentation, POS Tagging and Parsing
Xian Qian | Yang Liu

pdf
Translation Model Based Cross-Lingual Language Model Adaptation: from Word Models to Phrase Models
Shixiang Lu | Wei Wei | Xiaoyin Fu | Bo Xu

pdf
Open Language Learning for Information Extraction
Mausam | Michael Schmitz | Stephen Soderland | Robert Bart | Oren Etzioni

pdf
Modelling Sequential Text with an Adaptive Topic Model
Lan Du | Wray Buntine | Huidong Jin

pdf
A Comparison of Vector-based Representations for Semantic Composition
William Blacoe | Mirella Lapata

pdf
Exploiting Chunk-level Features to Improve Phrase Chunking
Junsheng Zhou | Weiguang Qu | Fen Zhang

pdf
A Beam-Search Decoder for Grammatical Error Correction
Daniel Dahlmeier | Hwee Tou Ng

pdf
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories
Mathias Verbeke | Vincent Van Asch | Roser Morante | Paolo Frasconi | Walter Daelemans | Luc De Raedt

pdf
Lyrics, Music, and Emotions
Rada Mihalcea | Carlo Strapparava

pdf
Assessment of ESL Learners’ Syntactic Competence Based on Similarity Measures
Su-Youn Yoon | Suma Bhat

pdf
A Unified Approach to Transliteration-based Text Input with Online Spelling Correction
Hisami Suzuki | Jianfeng Gao

pdf
Excitatory or Inhibitory: A New Semantic Orientation Extracts Contradiction and Causality from the Web
Chikara Hashimoto | Kentaro Torisawa | Stijn De Saeger | Jong-Hoon Oh | Jun’ichi Kazama

pdf
Enlarging Paraphrase Collections through Generalization and Instantiation
Atsushi Fujita | Pierre Isabelle | Roland Kuhn

pdf
Concurrent Acquisition of Word Meaning and Lexical Categories
Afra Alishahi | Grzegorz Chrupala

pdf
Do Neighbours Help? An Exploration of Graph-based Algorithms for Cross-domain Sentiment Classification
Natalia Ponomareva | Mike Thelwall

pdf
Learning Lexicon Models from Search Logs for Query Expansion
Jianfeng Gao | Shasha Xie | Xiaodong He | Alnur Ali

pdf
Joint Inference for Event Timeline Construction
Quang Do | Wei Lu | Dan Roth

pdf
Three Dependency-and-Boundary Models for Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky

pdf
Exploring Adaptor Grammars for Native Language Identification
Sze-Meng Jojo Wong | Mark Dras | Mark Johnson

pdf
Discovering Diverse and Salient Threads in Document Collections
Jennifer Gillenwater | Alex Kulesza | Ben Taskar

pdf
Generalizing Sub-sentential Paraphrase Acquisition across Original Signal Type of Text Pairs
Aurélien Max | Houda Bouamor | Anne Vilnat

pdf
Parse, Price and Cut—Delayed Column and Row Generation for Graph Based Parsers
Sebastian Riedel | David Smith | Andrew McCallum

pdf
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach
Jian Bo Yang | Qi Mao | Qiao Liang Xiang | Ivor Wai-Hung Tsang | Kian Ming Adam Chai | Hai Leong Chieu

pdf
Weakly Supervised Training of Semantic Parsers
Jayant Krishnamurthy | Tom Mitchell

pdf
Cross-Lingual Language Modeling with Syntactic Reordering for Low-Resource Speech Recognition
Ping Xu | Pascale Fung

pdf
Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge
Altaf Rahman | Vincent Ng

pdf
A Sequence Labelling Approach to Quote Attribution
Timothy O’Keefe | Silvia Pareti | James R. Curran | Irena Koprinska | Matthew Honnibal

pdf
SSHLDA: A Semi-Supervised Hierarchical Topic Model
Xian-Ling Mao | Zhao-Yan Ming | Tat-Seng Chua | Si Li | Hongfei Yan | Xiaoming Li

pdf
Improving NLP through Marginalization of Hidden Syntactic Structure
Jason Naradowsky | Sebastian Riedel | David Smith

pdf
Type-Supervised Hidden Markov Models for Part-of-Speech Tagging with Incomplete Tag Dictionaries
Dan Garrette | Jason Baldridge

pdf
Explore Person Specific Evidence in Web Person Name Disambiguation
Liwei Chen | Yansong Feng | Lei Zou | Dongyan Zhao

pdf
Inducing a Discriminative Parser to Optimize Machine Translation Reordering
Graham Neubig | Taro Watanabe | Shinsuke Mori

pdf
Re-training Monolingual Parser Bilingually for Syntactic SMT
Shujie Liu | Chi-Ho Li | Mu Li | Ming Zhou

pdf
Transforming Trees to Improve Syntactic Convergence
David Burkett | Dan Klein

pdf
Learning Constraints for Consistent Timeline Extraction
David McClosky | Christopher D. Manning

pdf
Identifying Constant and Unique Relations by using Time-Series Text
Yohei Takaku | Nobuhiro Kaji | Naoki Yoshinaga | Masashi Toyoda

pdf
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities
Thomas Lin | Mausam | Oren Etzioni

pdf
A Novel Discriminative Framework for Sentence-Level Discourse Analysis
Shafiq Joty | Giuseppe Carenini | Raymond Ng

pdf
Using Discourse Information for Paraphrase Extraction
Michaela Regneri | Rui Wang

pdf
Generating Non-Projective Word Order in Statistical Linearization
Bernd Bohnet | Anders Björkelund | Jonas Kuhn | Wolfgang Seeker | Sina Zarriess

pdf
Learning Syntactic Categories Using Paradigmatic Representations of Word Context
Mehmet Ali Yatbaz | Enis Sert | Deniz Yuret

pdf
Exploring Topic Coherence over Many Models and Many Topics
Keith Stevens | Philip Kegelmeyer | David Andrzejewski | David Buttler

pdf
Entropy-based Pruning for Phrase-based Machine Translation
Wang Ling | João Graça | Isabel Trancoso | Alan Black

pdf
A Systematic Comparison of Phrase Table Pruning Techniques
Richard Zens | Daisy Stanton | Peng Xu

pdf
Probabilistic Finite State Machines for Regression-based MT Evaluation
Mengqiu Wang | Christopher D. Manning

pdf
An Empirical Investigation of Statistical Significance in NLP
Taylor Berg-Kirkpatrick | David Burkett | Dan Klein

pdf
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction
Peifeng Li | Guodong Zhou | Qiaoming Zhu | Libin Hou

pdf
Reading The Web with Learned Syntactic-Semantic Inference Rules
Ni Lao | Amarnag Subramanya | Fernando Pereira | William W. Cohen

pdf
Ensemble Semantics for Large-scale Unsupervised Relation Extraction
Bonan Min | Shuming Shi | Ralph Grishman | Chin-Yew Lin

pdf
Forest Reranking through Subtree Ranking
Richárd Farkas | Helmut Schmid

pdf
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output
Jonathan K. Kummerfeld | David Hall | James R. Curran | Dan Klein

pdf
Extending Machine Translation Evaluation Metrics with Lexical Cohesion to Document Level
Billy T. M. Wong | Chunyu Kit

pdf
Fast Large-Scale Approximate Graph Construction for NLP
Amit Goyal | Hal Daumé III | Raul Guerra

pdf
Building a Lightweight Semantic Model for Unsupervised Information Extraction on Short Listings
Doo Soon Kim | Kunal Verma | Peter Yeh

pdf
Sketch Algorithms for Estimating Point Queries in NLP
Amit Goyal | Hal Daumé III | Graham Cormode

pdf
Monte Carlo MCMC: Efficient Inference by Approximate Sampling
Sameer Singh | Michael Wick | Andrew McCallum

pdf
On Amortizing Inference Cost for Structured Prediction
Vivek Srikumar | Gourab Kundu | Dan Roth

pdf
Exact Sampling and Decoding in High-Order Hidden Markov Models
Simon Carter | Marc Dymetman | Guillaume Bouchard

pdf
PATTY: A Taxonomy of Relational Patterns with Semantic Types
Ndapandula Nakashole | Gerhard Weikum | Fabian Suchanek

pdf
Training Factored PCFGs with Expectation Propagation
David Hall | Dan Klein

pdf
A Coherence Model Based on Syntactic Patterns
Annie Louis | Ani Nenkova

pdf
Language Model Rest Costs and Space-Efficient Storage
Kenneth Heafield | Philipp Koehn | Alon Lavie

pdf
Document-Wide Decoding for Phrase-Based Statistical Machine Translation
Christian Hardmeier | Joakim Nivre | Jörg Tiedemann

pdf
Left-to-Right Tree-to-String Decoding with Prediction
Yang Feng | Yang Liu | Qun Liu | Trevor Cohn

pdf
Semantic Compositionality through Recursive Matrix-Vector Spaces
Richard Socher | Brody Huval | Christopher D. Manning | Andrew Y. Ng

pdf
Polarity Inducing Latent Semantic Analysis
Wen-tau Yih | Geoffrey Zweig | John Platt

pdf
First Order vs. Higher Order Modification in Distributional Semantics
Gemma Boleda | Eva Maria Vecchi | Miquel Cornudella | Louise McNally

pdf
Learning-based Multi-Sieve Co-reference Resolution with Knowledge
Lev Ratinov | Dan Roth

pdf
Joint Learning for Coreference Resolution with Markov Logic
Yang Song | Jing Jiang | Wayne Xin Zhao | Sujian Li | Houfeng Wang

pdf
Resolving “This-issue” Anaphora
Varada Kolhatkar | Graeme Hirst

pdf
Entity based Q&A Retrieval
Amit Singh

pdf
Constructing Task-Specific Taxonomies for Document Collection Browsing
Hui Yang

pdf
Besting the Quiz Master: Crowdsourcing Incremental Classification Games
Jordan Boyd-Graber | Brianna Satinoff | He He | Hal Daumé III

pdf
Multi-Domain Learning: When Do Domains Matter?
Mahesh Joshi | Mark Dredze | William W. Cohen | Carolyn Rosé

pdf
Biased Representation Learning for Domain Adaptation
Fei Huang | Alexander Yates

pdf
Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars
Kewei Tu | Vasant Honavar

pdf
Extracting Opinion Expressions with semi-Markov Conditional Random Fields
Bishan Yang | Claire Cardie

pdf
Opinion Target Extraction Using Word-Based Translation Model
Kang Liu | Liheng Xu | Jun Zhao

pdf
Word Salad: Relating Food Prices and Descriptions
Victor Chahuneau | Kevin Gimpel | Bryan R. Routledge | Lily Scherlis | Noah A. Smith

pdf
Learning to Map into a Universal POS Tagset
Yuan Zhang | Roi Reichart | Regina Barzilay | Amir Globerson

pdf
Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features
Jiayi Zhao | Xipeng Qiu | Shu Zhang | Feng Ji | Xuanjing Huang

pdf
Wiki-ly Supervised Part-of-Speech Tagging
Shen Li | João Graça | Ben Taskar

pdf
Joining Forces Pays Off: Multilingual Joint Word Sense Disambiguation
Roberto Navigli | Simone Paolo Ponzetto

pdf
A New Minimally-Supervised Framework for Domain Word Sense Disambiguation
Stefano Faralli | Roberto Navigli

pdf
Grounded Models of Semantic Representation
Carina Silberer | Mirella Lapata

pdf
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
Alexander Rush | Roi Reichart | Michael Collins | Amir Globerson

pdf
Unified Dependency Parsing of Chinese Morphological and Syntactic Structures
Zhongguo Li | Guodong Zhou

pdf
A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing
Bernd Bohnet | Joakim Nivre

pdf
Identifying Event-related Bursts via Social Media Activities
Xin Zhao | Baihan Shu | Jing Jiang | Yang Song | Hongfei Yan | Xiaoming Li

pdf
User Demographics and Language in an Implicit Social Network
Katja Filippova

pdf
Revisiting the Predictability of Language: Response Completion in Social Media
Bo Pang | Sujith Ravi

pdf
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid
Stephen Roller | Michael Speriosu | Sarat Rallapalli | Benjamin Wing | Jason Baldridge

pdf
A Discriminative Model for Query Spelling Correction with Latent Structural SVM
Huizhong Duan | Yanen Li | ChengXiang Zhai | Dan Roth

pdf
Characterizing Stylistic Elements in Syntactic Structure
Song Feng | Ritwik Banerjee | Yejin Choi