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Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
David Yarowsky | Timothy Baldwin | Anna Korhonen | Karen Livescu | Steven Bethard

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Event-Based Time Label Propagation for Automatic Dating of News Articles
Tao Ge | Baobao Chang | Sujian Li | Zhifang Sui

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Exploiting Discourse Analysis for Article-Wide Temporal Classification
Jun-Ping Ng | Min-Yen Kan | Ziheng Lin | Wei Feng | Bin Chen | Jian Su | Chew-Lim Tan

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Combining Generative and Discriminative Model Scores for Distant Supervision
Benjamin Roth | Dietrich Klakow

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Exploring the Utility of Joint Morphological and Syntactic Learning from Child-directed Speech
Stella Frank | Frank Keller | Sharon Goldwater

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A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability
Micha Elsner | Sharon Goldwater | Naomi Feldman | Frank Wood

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Animacy Detection with Voting Models
Joshua Moore | Christopher J.C. Burges | Erin Renshaw | Wen-tau Yih

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A Log-Linear Model for Unsupervised Text Normalization
Yi Yang | Jacob Eisenstein

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Paraphrasing 4 Microblog Normalization
Wang Ling | Chris Dyer | Alan W Black | Isabel Trancoso

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Question Difficulty Estimation in Community Question Answering Services
Jing Liu | Quan Wang | Chin-Yew Lin | Hsiao-Wuen Hon

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Measuring Ideological Proportions in Political Speeches
Yanchuan Sim | Brice D. L. Acree | Justin H. Gross | Noah A. Smith

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Learning to Freestyle: Hip Hop Challenge-Response Induction via Transduction Rule Segmentation
Dekai Wu | Karteek Addanki | Markus Saers | Meriem Beloucif

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Modeling Scientific Impact with Topical Influence Regression
James Foulds | Padhraic Smyth

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Joint Parsing and Disfluency Detection in Linear Time
Mohammad Sadegh Rasooli | Joel Tetreault

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Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks
Masashi Tsubaki | Kevin Duh | Masashi Shimbo | Yuji Matsumoto

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Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics
Eva Maria Vecchi | Roberto Zamparelli | Marco Baroni

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Learning Latent Word Representations for Domain Adaptation using Supervised Word Clustering
Min Xiao | Feipeng Zhao | Yuhong Guo

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Appropriately Incorporating Statistical Significance in PMI
Om P. Damani | Shweta Ghonge

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Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models
Stefano Faralli | Roberto Navigli

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Joint Learning of Phonetic Units and Word Pronunciations for ASR
Chia-ying Lee | Yu Zhang | James Glass

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MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text
Matthew Richardson | Christopher J.C. Burges | Erin Renshaw

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Noise-Aware Character Alignment for Bootstrapping Statistical Machine Transliteration from Bilingual Corpora
Katsuhito Sudoh | Shinsuke Mori | Masaaki Nagata

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Optimal Beam Search for Machine Translation
Alexander Rush | Yin-Wen Chang | Michael Collins

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An Efficient Language Model Using Double-Array Structures
Makoto Yasuhara | Toru Tanaka | Jun-ya Norimatsu | Mikio Yamamoto

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Structured Penalties for Log-Linear Language Models
Anil Kumar Nelakanti | Cédric Archambeau | Julien Mairal | Francis Bach | Guillaume Bouchard

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Interactive Machine Translation using Hierarchical Translation Models
Jesús González-Rubio | Daniel Ortiz-Martínez | José-Miguel Benedí | Francisco Casacuberta

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Max-Margin Synchronous Grammar Induction for Machine Translation
Xinyan Xiao | Deyi Xiong

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Error-Driven Analysis of Challenges in Coreference Resolution
Jonathan K. Kummerfeld | Dan Klein

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Exploiting Zero Pronouns to Improve Chinese Coreference Resolution
Fang Kong | Hwee Tou Ng

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Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves
Hannaneh Hajishirzi | Leila Zilles | Daniel S. Weld | Luke Zettlemoyer

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Interpreting Anaphoric Shell Nouns using Antecedents of Cataphoric Shell Nouns as Training Data
Varada Kolhatkar | Heike Zinsmeister | Graeme Hirst

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Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation
Longkai Zhang | Houfeng Wang | Xu Sun | Mairgup Mansur

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Efficient Higher-Order CRFs for Morphological Tagging
Thomas Mueller | Helmut Schmid | Hinrich Schütze

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The Effects of Syntactic Features in Automatic Prediction of Morphology
Wolfgang Seeker | Jonas Kuhn

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Adaptor Grammars for Learning Non-Concatenative Morphology
Jan A. Botha | Phil Blunsom

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Grounding Strategic Conversation: Using Negotiation Dialogues to Predict Trades in a Win-Lose Game
Anaïs Cadilhac | Nicholas Asher | Farah Benamara | Alex Lascarides

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Unsupervised Induction of Contingent Event Pairs from Film Scenes
Zhichao Hu | Elahe Rahimtoroghi | Larissa Munishkina | Reid Swanson | Marilyn A. Walker

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Latent Anaphora Resolution for Cross-Lingual Pronoun Prediction
Christian Hardmeier | Jörg Tiedemann | Joakim Nivre

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Towards Situated Dialogue: Revisiting Referring Expression Generation
Rui Fang | Changsong Liu | Lanbo She | Joyce Y. Chai

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Open-Domain Fine-Grained Class Extraction from Web Search Queries
Marius Paşca

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Unsupervised Relation Extraction with General Domain Knowledge
Oier Lopez de Lacalle | Mirella Lapata

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Efficient Collective Entity Linking with Stacking
Zhengyan He | Shujie Liu | Yang Song | Mu Li | Ming Zhou | Houfeng Wang

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Joint Bootstrapping of Corpus Annotations and Entity Types
Hrushikesh Mohapatra | Siddhanth Jain | Soumen Chakrabarti

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Effectiveness and Efficiency of Open Relation Extraction
Filipe Mesquita | Jordan Schmidek | Denilson Barbosa

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Automatic Feature Engineering for Answer Selection and Extraction
Aliaksei Severyn | Alessandro Moschitti

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Improving Web Search Ranking by Incorporating Structured Annotation of Queries
Xiao Ding | Zhicheng Dou | Bing Qin | Ting Liu | Ji-Rong Wen

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Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge
Dhouha Bouamor | Adrian Popescu | Nasredine Semmar | Pierre Zweigenbaum

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Document Summarization via Guided Sentence Compression
Chen Li | Fei Liu | Fuliang Weng | Yang Liu

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Anchor Graph: Global Reordering Contexts for Statistical Machine Translation
Hendra Setiawan | Bowen Zhou | Bing Xiang

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Source-Side Classifier Preordering for Machine Translation
Uri Lerner | Slav Petrov

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Improving Pivot-Based Statistical Machine Translation Using Random Walk
Xiaoning Zhu | Zhongjun He | Hua Wu | Haifeng Wang | Conghui Zhu | Tiejun Zhao

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Improving Alignment of System Combination by Using Multi-objective Optimization
Tian Xia | Zongcheng Ji | Shaodan Zhai | Yidong Chen | Qun Liu | Shaojun Wang

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Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding
Martin Čmejrek | Haitao Mi | Bowen Zhou

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Factored Soft Source Syntactic Constraints for Hierarchical Machine Translation
Zhongqiang Huang | Jacob Devlin | Rabih Zbib

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Recursive Autoencoders for ITG-Based Translation
Peng Li | Yang Liu | Maosong Sun

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Automatically Classifying Edit Categories in Wikipedia Revisions
Johannes Daxenberger | Iryna Gurevych

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Semi-Markov Phrase-Based Monolingual Alignment
Xuchen Yao | Benjamin Van Durme | Chris Callison-Burch | Peter Clark

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A Constrained Latent Variable Model for Coreference Resolution
Kai-Wei Chang | Rajhans Samdani | Dan Roth

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Centering Similarity Measures to Reduce Hubs
Ikumi Suzuki | Kazuo Hara | Masashi Shimbo | Marco Saerens | Kenji Fukumizu

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Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion
Raphaël Bailly | Xavier Carreras | Franco M. Luque | Ariadna Quattoni

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Identifying Phrasal Verbs Using Many Bilingual Corpora
Karl Pichotta | John DeNero

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Deep Learning for Chinese Word Segmentation and POS Tagging
Xiaoqing Zheng | Hanyang Chen | Tianyu Xu

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Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning
Xipeng Qiu | Jiayi Zhao | Xuanjing Huang

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The Topology of Semantic Knowledge
Jimmy Dubuisson | Jean-Pierre Eckmann | Christian Scheible | Hinrich Schütze

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Unsupervised Induction of Cross-Lingual Semantic Relations
Mike Lewis | Mark Steedman

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Two-Stage Method for Large-Scale Acquisition of Contradiction Pattern Pairs using Entailment
Julien Kloetzer | Stijn De Saeger | Kentaro Torisawa | Chikara Hashimoto | Jong-Hoon Oh | Motoki Sano | Kiyonori Ohtake

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Sarcasm as Contrast between a Positive Sentiment and Negative Situation
Ellen Riloff | Ashequl Qadir | Prafulla Surve | Lalindra De Silva | Nathan Gilbert | Ruihong Huang

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Collective Personal Profile Summarization with Social Networks
Zhongqing Wang | Shoushan Li | Fang Kong | Guodong Zhou

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Optimized Event Storyline Generation based on Mixture-Event-Aspect Model
Lifu Huang | Lian’en Huang

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Automatically Determining a Proper Length for Multi-Document Summarization: A Bayesian Nonparametric Approach
Tengfei Ma | Hiroshi Nakagawa

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A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task
Maria Liakata | Simon Dobnik | Shyamasree Saha | Colin Batchelor | Dietrich Rebholz-Schuhmann

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Optimal Incremental Parsing via Best-First Dynamic Programming
Kai Zhao | James Cross | Liang Huang

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Exploiting Language Models for Visual Recognition
Dieu-Thu Le | Jasper Uijlings | Raffaella Bernardi

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Mining Scientific Terms and their Definitions: A Study of the ACL Anthology
Yiping Jin | Min-Yen Kan | Jun-Ping Ng | Xiangnan He

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Joint Learning and Inference for Grammatical Error Correction
Alla Rozovskaya | Dan Roth

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With Blinkers on: Robust Prediction of Eye Movements across Readers
Franz Matthies | Anders Søgaard

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Using Paraphrases and Lexical Semantics to Improve the Accuracy and the Robustness of Supervised Models in Situated Dialogue Systems
Claire Gardent | Lina M. Rojas Barahona

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Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set
Yufang Hou | Katja Markert | Michael Strube

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A Synchronous Context Free Grammar for Time Normalization
Steven Bethard

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Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems!
Laura Chiticariu | Yunyao Li | Frederick R. Reiss

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Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues
Matt Gardner | Partha Pratim Talukdar | Bryan Kisiel | Tom Mitchell

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What is Hidden among Translation Rules
Libin Shen | Bowen Zhou

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Converting Continuous-Space Language Models into N-Gram Language Models for Statistical Machine Translation
Rui Wang | Masao Utiyama | Isao Goto | Eiichro Sumita | Hai Zhao | Bao-Liang Lu

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A Corpus Level MIRA Tuning Strategy for Machine Translation
Ming Tan | Tian Xia | Shaojun Wang | Bowen Zhou

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Word Level Language Identification in Online Multilingual Communication
Dong Nguyen | A. Seza Doğruöz

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Microblog Entity Linking by Leveraging Extra Posts
Yuhang Guo | Bing Qin | Ting Liu | Sheng Li

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Automatic Domain Partitioning for Multi-Domain Learning
Di Wang | Chenyan Xiong | William Yang Wang

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Decipherment with a Million Random Restarts
Taylor Berg-Kirkpatrick | Dan Klein

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Russian Stress Prediction using Maximum Entropy Ranking
Keith Hall | Richard Sproat

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Scaling to Large³ Data: An Efficient and Effective Method to Compute Distributional Thesauri
Martin Riedl | Chris Biemann

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Discriminative Improvements to Distributional Sentence Similarity
Yangfeng Ji | Jacob Eisenstein

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Is Twitter A Better Corpus for Measuring Sentiment Similarity?
Shi Feng | Le Zhang | Binyang Li | Daling Wang | Ge Yu | Kam-Fai Wong

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Implicit Feature Detection via a Constrained Topic Model and SVM
Wei Wang | Hua Xu | Xiaoqiu Huang

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Online Learning for Inexact Hypergraph Search
Hao Zhang | Liang Huang | Kai Zhao | Ryan McDonald

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Predicting the Presence of Discourse Connectives
Gary Patterson | Andrew Kehler

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Japanese Zero Reference Resolution Considering Exophora and Author/Reader Mentions
Masatsugu Hangyo | Daisuke Kawahara | Sadao Kurohashi

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A Dataset for Research on Short-Text Conversations
Hao Wang | Zhengdong Lu | Hang Li | Enhong Chen

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Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic
Qi Zhang | Jin Qian | Huan Chen | Jihua Kang | Xuanjing Huang

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Building Event Threads out of Multiple News Articles
Xavier Tannier | Véronique Moriceau

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Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features
Bowei Zou | Guodong Zhou | Qiaoming Zhu

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A temporal model of text periodicities using Gaussian Processes
Daniel Preoţiuc-Pietro | Trevor Cohn

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Automatically Detecting and Attributing Indirect Quotations
Silvia Pareti | Tim O’Keefe | Ioannis Konstas | James R. Curran | Irena Koprinska

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Identifying Web Search Query Reformulation using Concept based Matching
Ahmed Hassan

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The Answer is at your Fingertips: Improving Passage Retrieval for Web Question Answering with Search Behavior Data
Mikhail Ageev | Dmitry Lagun | Eugene Agichtein

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Assembling the Kazakh Language Corpus
Olzhas Makhambetov | Aibek Makazhanov | Zhandos Yessenbayev | Bakhyt Matkarimov | Islam Sabyrgaliyev | Anuar Sharafudinov

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Automatic Extraction of Morphological Lexicons from Morphologically Annotated Corpora
Ramy Eskander | Nizar Habash | Owen Rambow

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Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli | Michel Galley | Chris Quirk | Geoffrey Zweig

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Multi-Domain Adaptation for SMT Using Multi-Task Learning
Lei Cui | Xilun Chen | Dongdong Zhang | Shujie Liu | Mu Li | Ming Zhou

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Translation with Source Constituency and Dependency Trees
Fandong Meng | Jun Xie | Linfeng Song | Yajuan Lü | Qun Liu

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Monolingual Marginal Matching for Translation Model Adaptation
Ann Irvine | Chris Quirk | Hal Daumé III

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Efficient Left-to-Right Hierarchical Phrase-Based Translation with Improved Reordering
Maryam Siahbani | Baskaran Sankaran | Anoop Sarkar

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A Systematic Exploration of Diversity in Machine Translation
Kevin Gimpel | Dhruv Batra | Chris Dyer | Gregory Shakhnarovich

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Max-Violation Perceptron and Forced Decoding for Scalable MT Training
Heng Yu | Liang Huang | Haitao Mi | Kai Zhao

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Identifying Multiple Userids of the Same Author
Tieyun Qian | Bing Liu

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Gender Inference of Twitter Users in Non-English Contexts
Morgane Ciot | Morgan Sonderegger | Derek Ruths

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A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities
Stephen Roller | Sabine Schulte im Walde

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Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization
Joseph Le Roux | Antoine Rozenknop | Jennifer Foster

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Feature Noising for Log-Linear Structured Prediction
Sida Wang | Mengqiu Wang | Stefan Wager | Percy Liang | Christopher D. Manning

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Improvements to the Bayesian Topic N-Gram Models
Hiroshi Noji | Daichi Mochihashi | Yusuke Miyao

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An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training
Fan Yang | Paul Vozila

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Ubertagging: Joint Segmentation and Supertagging for English
Rebecca Dridan

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Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese
Ryohei Sasano | Daisuke Kawahara | Sadao Kurohashi | Manabu Okumura

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Exploiting Multiple Sources for Open-Domain Hypernym Discovery
Ruiji Fu | Bing Qin | Ting Liu

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A Semantically Enhanced Approach to Determine Textual Similarity
Eduardo Blanco | Dan Moldovan

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Understanding and Quantifying Creativity in Lexical Composition
Polina Kuznetsova | Jianfu Chen | Yejin Choi

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Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet
Marco Guerini | Lorenzo Gatti | Marco Turchi

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Simulating Early-Termination Search for Verbose Spoken Queries
Jerome White | Douglas W. Oard | Nitendra Rajput | Marion Zalk

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Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction
Shize Xu | Shanshan Wang | Yan Zhang

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Image Description using Visual Dependency Representations
Desmond Elliott | Frank Keller

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Semi-Supervised Feature Transformation for Dependency Parsing
Wenliang Chen | Min Zhang | Yue Zhang

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Leveraging Lexical Cohesion and Disruption for Topic Segmentation
Anca-Roxana Şimon | Guillaume Gravier | Pascale Sébillot

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This Text Has the Scent of Starbucks: A Laplacian Structured Sparsity Model for Computational Branding Analytics
William Yang Wang | Edward Lin | John Kominek

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Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs
Jinpeng Wang | Wayne Xin Zhao | Haitian Wei | Hongfei Yan | Xiaoming Li

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Using Topic Modeling to Improve Prediction of Neuroticism and Depression in College Students
Philip Resnik | Anderson Garron | Rebecca Resnik

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Predicting the Resolution of Referring Expressions from User Behavior
Nikos Engonopoulos | Martín Villalba | Ivan Titov | Alexander Koller

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Chinese Zero Pronoun Resolution: Some Recent Advances
Chen Chen | Vincent Ng

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Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
Jason Weston | Antoine Bordes | Oksana Yakhnenko | Nicolas Usunier

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Simple Customization of Recursive Neural Networks for Semantic Relation Classification
Kazuma Hashimoto | Makoto Miwa | Yoshimasa Tsuruoka | Takashi Chikayama

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Improving Statistical Machine Translation with Word Class Models
Joern Wuebker | Stephan Peitz | Felix Rietig | Hermann Ney

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Shift-Reduce Word Reordering for Machine Translation
Katsuhiko Hayashi | Katsuhito Sudoh | Hajime Tsukada | Jun Suzuki | Masaaki Nagata

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Decoding with Large-Scale Neural Language Models Improves Translation
Ashish Vaswani | Yinggong Zhao | Victoria Fossum | David Chiang

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Bilingual Word Embeddings for Phrase-Based Machine Translation
Will Y. Zou | Richard Socher | Daniel Cer | Christopher D. Manning

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Application of Localized Similarity for Web Documents
Peter Reberšek | Mateja Verlič

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Dependency Language Models for Sentence Completion
Joseph Gubbins | Andreas Vlachos

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A Walk-Based Semantically Enriched Tree Kernel Over Distributed Word Representations
Shashank Srivastava | Dirk Hovy | Eduard Hovy

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Automatic Idiom Identification in Wiktionary
Grace Muzny | Luke Zettlemoyer

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Elephant: Sequence Labeling for Word and Sentence Segmentation
Kilian Evang | Valerio Basile | Grzegorz Chrupała | Johan Bos

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Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models
Douwe Kiela | Stephen Clark

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Naive Bayes Word Sense Induction
Do Kook Choe | Eugene Charniak

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The VerbCorner Project: Toward an Empirically-Based Semantic Decomposition of Verbs
Joshua K. Hartshorne | Claire Bonial | Martha Palmer

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Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews
Jun Seok Kang | Polina Kuznetsova | Michael Luca | Yejin Choi

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Automatically Identifying Pseudepigraphic Texts
Moshe Koppel | Shachar Seidman

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Dynamic Feature Selection for Dependency Parsing
He He | Hal Daumé III | Jason Eisner

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Semi-Supervised Representation Learning for Cross-Lingual Text Classification
Min Xiao | Yuhong Guo

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Using Crowdsourcing to get Representations based on Regular Expressions
Anders Søgaard | Hector Martinez | Jakob Elming | Anders Johannsen

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Overcoming the Lack of Parallel Data in Sentence Compression
Katja Filippova | Yasemin Altun

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Fast Joint Compression and Summarization via Graph Cuts
Xian Qian | Yang Liu

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Inducing Document Plans for Concept-to-Text Generation
Ioannis Konstas | Mirella Lapata

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Single-Document Summarization as a Tree Knapsack Problem
Tsutomu Hirao | Yasuhisa Yoshida | Masaaki Nishino | Norihito Yasuda | Masaaki Nagata

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A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers
Baichuan Li | Jing Liu | Chin-Yew Lin | Irwin King | Michael R. Lyu

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Semantic Parsing on Freebase from Question-Answer Pairs
Jonathan Berant | Andrew Chou | Roy Frostig | Percy Liang

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Scaling Semantic Parsers with On-the-Fly Ontology Matching
Tom Kwiatkowski | Eunsol Choi | Yoav Artzi | Luke Zettlemoyer

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Classifying Message Board Posts with an Extracted Lexicon of Patient Attributes
Ruihong Huang | Ellen Riloff

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Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation
Deyi Xiong | Yang Ding | Min Zhang | Chew Lim Tan

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A Convex Alternative to IBM Model 2
Andrei Simion | Michael Collins | Cliff Stein

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Pair Language Models for Deriving Alternative Pronunciations and Spellings from Pronunciation Dictionaries
Russell Beckley | Brian Roark

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Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
Dimitri Kartsaklis | Mehrnoosh Sadrzadeh

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Multi-Relational Latent Semantic Analysis
Kai-Wei Chang | Wen-tau Yih | Christopher Meek

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A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)
Ivan Vulić | Marie-Francine Moens

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Deriving Adjectival Scales from Continuous Space Word Representations
Joo-Kyung Kim | Marie-Catherine de Marneffe

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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Richard Socher | Alex Perelygin | Jean Wu | Jason Chuang | Christopher D. Manning | Andrew Ng | Christopher Potts

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Open Domain Targeted Sentiment
Margaret Mitchell | Jacqui Aguilar | Theresa Wilson | Benjamin Van Durme

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Exploiting Domain Knowledge in Aspect Extraction
Zhiyuan Chen | Arjun Mukherjee | Bing Liu | Meichun Hsu | Malu Castellanos | Riddhiman Ghosh

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Dependency-Based Decipherment for Resource-Limited Machine Translation
Qing Dou | Kevin Knight

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Translating into Morphologically Rich Languages with Synthetic Phrases
Victor Chahuneau | Eva Schlinger | Noah A. Smith | Chris Dyer

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Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings
Artem Sokokov | Laura Jehl | Felix Hieber | Stefan Riezler

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Recurrent Continuous Translation Models
Nal Kalchbrenner | Phil Blunsom

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Learning Biological Processes with Global Constraints
Aju Thalappillil Scaria | Jonathan Berant | Mengqiu Wang | Peter Clark | Justin Lewis | Brittany Harding | Christopher D. Manning

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Generating Coherent Event Schemas at Scale
Niranjan Balasubramanian | Stephen Soderland | Mausam | Oren Etzioni

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Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching
John Philip McCrae | Philipp Cimiano | Roman Klinger

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Automated Essay Scoring by Maximizing Human-Machine Agreement
Hongbo Chen | Ben He

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Success with Style: Using Writing Style to Predict the Success of Novels
Vikas Ganjigunte Ashok | Song Feng | Yejin Choi

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A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication
Byron C. Wallace | Thomas A. Trikalinos | M. Barton Laws | Ira B. Wilson | Eugene Charniak

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Harvesting Parallel News Streams to Generate Paraphrases of Event Relations
Congle Zhang | Daniel S. Weld

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Relational Inference for Wikification
Xiao Cheng | Dan Roth

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Event Schema Induction with a Probabilistic Entity-Driven Model
Nathanael Chambers

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Using Soft Constraints in Joint Inference for Clinical Concept Recognition
Prateek Jindal | Dan Roth

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Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media
Svitlana Volkova | Theresa Wilson | David Yarowsky

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Opinion Mining in Newspaper Articles by Entropy-Based Word Connections
Thomas Scholz | Stefan Conrad

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Collective Opinion Target Extraction in Chinese Microblogs
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao

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Detecting Promotional Content in Wikipedia
Shruti Bhosale | Heath Vinicombe | Raymond Mooney

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Learning Topics and Positions from Debatepedia
Swapna Gottipati | Minghui Qiu | Yanchuan Sim | Jing Jiang | Noah A. Smith

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A Unified Model for Topics, Events and Users on Twitter
Qiming Diao | Jing Jiang

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Authorship Attribution of Micro-Messages
Roy Schwartz | Oren Tsur | Ari Rappoport | Moshe Koppel

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Detection of Product Comparisons - How Far Does an Out-of-the-Box Semantic Role Labeling System Take You?
Wiltrud Kessler | Jonas Kuhn

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A Multi-Teraflop Constituency Parser using GPUs
John Canny | David Hall | Dan Klein

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Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing
Angeliki Lazaridou | Eva Maria Vecchi | Marco Baroni

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Learning Distributions over Logical Forms for Referring Expression Generation
Nicholas FitzGerald | Yoav Artzi | Luke Zettlemoyer

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Learning to Rank Lexical Substitutions
György Szarvas | Róbert Busa-Fekete | Eyke Hüllermeier

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Identifying Manipulated Offerings on Review Portals
Jiwei Li | Myle Ott | Claire Cardie

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Well-Argued Recommendation: Adaptive Models Based on Words in Recommender Systems
Julien Gaillard | Marc El-Beze | Eitan Altman | Emmanuel Ethis

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Regularized Minimum Error Rate Training
Michel Galley | Chris Quirk | Colin Cherry | Kristina Toutanova

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Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts
Andrew J. Anderson | Elia Bruni | Ulisse Bordignon | Massimo Poesio | Marco Baroni

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Easy Victories and Uphill Battles in Coreference Resolution
Greg Durrett | Dan Klein

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Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction
Valentin I. Spitkovsky | Hiyan Alshawi | Daniel Jurafsky

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Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization
Kuzman Ganchev | Dipanjan Das