EMNLP 2014

235 papers

An Unsupervised Model for Instance Level Subcategorization Acquisition

Simon Baker, Roi Reichart, Anna Korhonen

Go Climb a Dependency Tree and Correct the Grammatical Errors

Longkai Zhang, Houfeng Wang

Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can’t See What I Mean

Felix Hill, Anna Korhonen

A Cognitive Model of Semantic Network Learning

Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson

Aligning context-based statistical models of language with brain activity during reading

Leila Wehbe, Ashish Vaswani, Kevin Knight, Tom Mitchell

Reordering Model for Forest-to-String Machine Translation

Martin Čmejrek

Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation

Maryam Siahbani, Anoop Sarkar

Learning to Differentiate Better from Worse Translations

Francisco Guzmán, Shafiq Joty, Lluis Marquez, Alessandro Moschitti, Preslav Nakov

A Human Judgement Corpus and a Metric for Arabic MT Evaluation

Houda Bouamor, Hanan Alshikhabobakr, Behrang Mohit, Kemal Oflazer

Fitting Sentence Level Translation Evaluation with Many Dense Features

Miloš Stanojević, Khalil Sima’an

Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs

Kostadin Cholakov, Valia Kordoni

Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation

Rui Wang, Hai Zhao, Bao-Liang Lu, Masao Utiyama, Eiichiro Sumita

Learning Hierarchical Translation Spans

Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Hai Zhao

Syntactic SMT Using a Discriminative Text Generation Model

Yue Zhang, Kai Song, Linfeng Song, Jingbo Zhu, Qun Liu

Testing for Significance of Increased Correlation with Human Judgment

Yvette Graham, Timothy Baldwin

Syntax-Augmented Machine Translation using Syntax-Label Clustering

Hideya Mino, Taro Watanabe, Eiichiro Sumita

Asymmetric Features Of Human Generated Translation

Sauleh Eetemadi, Kristina Toutanova

Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM

Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura

Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality

Zhongjun He, Hua Wu, Haifeng Wang, Ting Liu

Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model

Haiyang Wu, Daxiang Dong, Xiaoguang Hu, Dianhai Yu, Wei He

Submodularity for Data Selection in Machine Translation

Katrin Kirchhoff, Jeff Bilmes

Combining Punctuation and Disfluency Prediction: An Empirical Study

Xuancong Wang, Khe Chai Sim, Hwee Tou Ng

Revisiting Embedding Features for Simple Semi-supervised Learning

Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu

Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization

Nobuhiro Kaji, Masaru Kitsuregawa

Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields

Fan Yang, Paul Vozila

Strongly Incremental Repair Detection

Julian Hough, Matthew Purver

A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing

Fang Kong, Hwee Tou Ng, Guodong Zhou

Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System

Zhuoran Wang, Hongliang Chen, Guanchun Wang, Hao Tian, Hua Wu

Identifying Argumentative Discourse Structures in Persuasive Essays

Christian Stab, Iryna Gurevych

Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics

Douwe Kiela, Léon Bottou

A Neural Network Approach to Selectional Preference Acquisition

Tim Van de Cruys

Translation Modeling with Bidirectional Recurrent Neural Networks

Martin Sundermeyer, Tamer Alkhouli, Joern Wuebker, Hermann Ney

Modeling Interestingness with Deep Neural Networks

Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng

Invited Talk: IBM Cognitive Computing - An NLP Renaissance!

Salim Roukos

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Alessandro Moschitti, Bo Pang, Walter Daelemans