EMNLP 2013

249 papers

Naive Bayes Word Sense Induction

Do Kook Choe, Eugene Charniak

Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models

Douwe Kiela, Stephen Clark

Elephant: Sequence Labeling for Word and Sentence Segmentation

Kilian Evang, Valerio Basile, Grzegorz Chrupała, Johan Bos

Automatic Idiom Identification in Wiktionary

Grace Muzny, Luke Zettlemoyer

A Walk-Based Semantically Enriched Tree Kernel Over Distributed Word Representations

Shashank Srivastava, Dirk Hovy, Eduard Hovy

Dependency Language Models for Sentence Completion

Joseph Gubbins, Andreas Vlachos

Application of Localized Similarity for Web Documents

Peter Reberšek, Mateja Verlič

Bilingual Word Embeddings for Phrase-Based Machine Translation

Will Y. Zou, Richard Socher, Daniel Cer, Christopher D. Manning

Decoding with Large-Scale Neural Language Models Improves Translation

Ashish Vaswani, Yinggong Zhao, Victoria Fossum, David Chiang

Shift-Reduce Word Reordering for Machine Translation

Katsuhiko Hayashi, Katsuhito Sudoh, Hajime Tsukada, Jun Suzuki, Masaaki Nagata

Improving Statistical Machine Translation with Word Class Models

Joern Wuebker, Stephan Peitz, Felix Rietig, Hermann Ney

Simple Customization of Recursive Neural Networks for Semantic Relation Classification

Kazuma Hashimoto, Makoto Miwa, Yoshimasa Tsuruoka, Takashi Chikayama

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction

Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier

Chinese Zero Pronoun Resolution: Some Recent Advances

Chen Chen, Vincent Ng

Predicting the Resolution of Referring Expressions from User Behavior

Nikos Engonopoulos, Martín Villalba, Ivan Titov, Alexander Koller

Using Topic Modeling to Improve Prediction of Neuroticism and Depression in College Students

Philip Resnik, Anderson Garron, Rebecca Resnik

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

This Text Has the Scent of Starbucks: A Laplacian Structured Sparsity Model for Computational Branding Analytics

William Yang Wang, Edward Lin, John Kominek

Leveraging Lexical Cohesion and Disruption for Topic Segmentation

Anca-Roxana Şimon, Guillaume Gravier, Pascale Sébillot

Semi-Supervised Feature Transformation for Dependency Parsing

Wenliang Chen, Min Zhang, Yue Zhang

Image Description using Visual Dependency Representations

Desmond Elliott, Frank Keller

Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction

Shize Xu, Shanshan Wang, Yan Zhang

Simulating Early-Termination Search for Verbose Spoken Queries

Jerome White, Douglas W. Oard, Nitendra Rajput, Marion Zalk

Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet

Marco Guerini, Lorenzo Gatti, Marco Turchi

Understanding and Quantifying Creativity in Lexical Composition

Polina Kuznetsova, Jianfu Chen, Yejin Choi

A Semantically Enhanced Approach to Determine Textual Similarity

Eduardo Blanco, Dan Moldovan

Exploiting Multiple Sources for Open-Domain Hypernym Discovery

Ruiji Fu, Bing Qin, Ting Liu

Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese

Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura

Ubertagging: Joint Segmentation and Supertagging for English

Rebecca Dridan

An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training

Fan Yang, Paul Vozila

Improvements to the Bayesian Topic N-Gram Models

Hiroshi Noji, Daichi Mochihashi, Yusuke Miyao

Feature Noising for Log-Linear Structured Prediction

Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning

Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization

Joseph Le Roux, Antoine Rozenknop, Jennifer Foster

A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities

Stephen Roller, Sabine Schulte im Walde

Gender Inference of Twitter Users in Non-English Contexts

Morgane Ciot, Morgan Sonderegger, Derek Ruths

Identifying Multiple Userids of the Same Author

Tieyun Qian, Bing Liu

Max-Violation Perceptron and Forced Decoding for Scalable MT Training

Heng Yu, Liang Huang, Haitao Mi, KAI ZHAO

A Systematic Exploration of Diversity in Machine Translation

Kevin Gimpel, Dhruv Batra, Chris Dyer, Gregory Shakhnarovich

Efficient Left-to-Right Hierarchical Phrase-Based Translation with Improved Reordering

Maryam Siahbani, Baskaran Sankaran, Anoop Sarkar

Monolingual Marginal Matching for Translation Model Adaptation

Ann Irvine, Chris Quirk, Hal Daume III

Translation with Source Constituency and Dependency Trees

Fandong Meng, jun xie, Linfeng Song, Yajuan Lü, Qun Liu

Multi-Domain Adaptation for SMT Using Multi-Task Learning

Lei Cui, Xilun Chen, Dongdong Zhang, Shujie LIU, Mu Li

Joint Language and Translation Modeling with Recurrent Neural Networks

Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig

Automatic Extraction of Morphological Lexicons from Morphologically Annotated Corpora

Ramy Eskander, Nizar Habash, Owen Rambow

Assembling the Kazakh Language Corpus

Olzhas Makhambetov, Aibek Makazhanov, Zhandos Yessenbayev, Bakhyt Matkarimov, Islam Sabyrgaliyev

The Answer is at your Fingertips: Improving Passage Retrieval for Web Question Answering with Search Behavior Data

Mikhail Ageev, Dmitry Lagun, Eugene Agichtein

Identifying Web Search Query Reformulation using Concept based Matching

Ahmed Hassan

Automatically Detecting and Attributing Indirect Quotations

Silvia Pareti, Tim O’Keefe, Ioannis Konstas, James R. Curran, Irena Koprinska

A temporal model of text periodicities using Gaussian Processes

Daniel Preoţiuc-Pietro, Trevor Cohn

Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features

Bowei Zou, Guodong Zhou, Qiaoming Zhu

Building Event Threads out of Multiple News Articles

Xavier Tannier, Véronique Moriceau

Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic

Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang

A Dataset for Research on Short-Text Conversations

Hao Wang, Zhengdong Lu, Hang Li, Enhong Chen

Japanese Zero Reference Resolution Considering Exophora and Author/Reader Mentions

Masatsugu Hangyo, Daisuke Kawahara, Sadao Kurohashi

Predicting the Presence of Discourse Connectives

Gary Patterson, Andrew Kehler

Online Learning for Inexact Hypergraph Search

Hao Zhang, Liang Huang, KAI ZHAO, Ryan Mcdonald

Implicit Feature Detection via a Constrained Topic Model and SVM

Wei Wang, Hua Xu, Xiaoqiu Huang

Is Twitter A Better Corpus for Measuring Sentiment Similarity?

Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu

Discriminative Improvements to Distributional Sentence Similarity

Yangfeng Ji, Jacob Eisenstein

Scaling to Large³ Data: An Efficient and Effective Method to Compute Distributional Thesauri

Martin Riedl, Chris Biemann

Russian Stress Prediction using Maximum Entropy Ranking

Keith Hall, Richard Sproat

Decipherment with a Million Random Restarts

Taylor Berg-Kirkpatrick, Dan Klein

Automatic Domain Partitioning for Multi-Domain Learning

Di Wang, Chenyan Xiong, William Yang Wang

Microblog Entity Linking by Leveraging Extra Posts

Yuhang Guo, Bing Qin, Ting Liu, Sheng Li

Word Level Language Identification in Online Multilingual Communication

Dong Nguyen, A. Seza Doğruöz

A Corpus Level MIRA Tuning Strategy for Machine Translation

Ming Tan, Tian Xia, Shaojun Wang, Bowen Zhou

Converting Continuous-Space Language Models into N-Gram Language Models for Statistical Machine Translation

Rui Wang, Masao Utiyama, Isao Goto, Eiichro Sumita, Hai Zhao

What is Hidden among Translation Rules

Libin Shen, Bowen Zhou

Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues

Matt Gardner, Partha Pratim Talukdar, Bryan Kisiel, Tom Mitchell

Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems!

Laura Chiticariu, Yunyao Li, Frederick R. Reiss

A Synchronous Context Free Grammar for Time Normalization

Steven Bethard

Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set

Yufang Hou, Katja Markert, Michael Strube

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

With Blinkers on: Robust Prediction of Eye Movements across Readers

Franz Matthies, Anders Søgaard

Joint Learning and Inference for Grammatical Error Correction

Alla Rozovskaya, Dan Roth

Mining Scientific Terms and their Definitions: A Study of the ACL Anthology

Yiping Jin, Min-Yen Kan, Jun-Ping Ng, Xiangnan He

Exploiting Language Models for Visual Recognition

Dieu-Thu Le, Jasper Uijlings, Raffaella Bernardi

Optimal Incremental Parsing via Best-First Dynamic Programming

KAI ZHAO, James Cross, Liang Huang

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

Automatically Determining a Proper Length for Multi-Document Summarization: A Bayesian Nonparametric Approach

Tengfei Ma, Hiroshi Nakagawa

Optimized Event Storyline Generation based on Mixture-Event-Aspect Model

Lifu Huang, Lian’en Huang

Collective Personal Profile Summarization with Social Networks

Zhongqing Wang, Shoushan Li, Fang Kong, Guodong Zhou

Sarcasm as Contrast between a Positive Sentiment and Negative Situation

Ellen Riloff, Ashequl Qadir, Prafulla Surve, Lalindra De Silva, Nathan Gilbert

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

Unsupervised Induction of Cross-Lingual Semantic Relations

Mike Lewis, Mark Steedman

The Topology of Semantic Knowledge

Jimmy Dubuisson, Jean-Pierre Eckmann, Christian Scheible, Hinrich Schütze

Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning

Xipeng Qiu, Jiayi Zhao, Xuanjing Huang

Deep Learning for Chinese Word Segmentation and POS Tagging

Xiaoqing Zheng, Hanyang Chen, Tianyu Xu

Identifying Phrasal Verbs Using Many Bilingual Corpora

Karl Pichotta, John DeNero

Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion

Raphael Bailly, Xavier Carreras, Franco M. Luque, Ariadna Quattoni

Centering Similarity Measures to Reduce Hubs

Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Marco Saerens, Kenji Fukumizu

A Constrained Latent Variable Model for Coreference Resolution

Kai-Wei Chang, Rajhans Samdani, Dan Roth

Semi-Markov Phrase-Based Monolingual Alignment

Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, Peter Clark

Automatically Classifying Edit Categories in Wikipedia Revisions

Johannes Daxenberger, Iryna Gurevych

Recursive Autoencoders for ITG-Based Translation

Peng Li, Yang Liu, Maosong Sun

Factored Soft Source Syntactic Constraints for Hierarchical Machine Translation

Zhongqiang Huang, Jacob Devlin, Rabih Zbib

Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding

Martin Čmejrek, Haitao Mi, Bowen Zhou

Improving Alignment of System Combination by Using Multi-objective Optimization

Tian Xia, Zongcheng Ji, Shaodan Zhai, Yidong Chen, Qun Liu

Improving Pivot-Based Statistical Machine Translation Using Random Walk

Xiaoning Zhu, Zhongjun He, Hua Wu, Haifeng Wang, Conghui Zhu

Source-Side Classifier Preordering for Machine Translation

Uri Lerner, Slav Petrov