EMNLP 2010

126 papers

Translingual Document Representations from Discriminative Projections

John Platt, Kristina Toutanova, Wen-tau Yih

Evaluating Models of Latent Document Semantics in the Presence of OCR Errors

Daniel Walker, William B. Lund, Eric K. Ringger

Modeling Organization in Student Essays

Isaac Persing, Alan Davis, Vincent Ng

Negative Training Data Can be Harmful to Text Classification

Xiao-Li Li, Bing Liu, See-Kiong Ng

Improving Gender Classification of Blog Authors

Arjun Mukherjee, Bing Liu

Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation

Taesun Moon, Katrin Erk, Jason Baldridge

Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks

Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu

Better Punctuation Prediction with Dynamic Conditional Random Fields

Wei Lu, Hwee Tou Ng

Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models

Amarnag Subramanya, Slav Petrov, Fernando Pereira

“Poetic” Statistical Machine Translation: Rhyme and Meter

Dmitriy Genzel, Jakob Uszkoreit, Franz Och

A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages

Minh-Thang Luong, Preslav Nakov, Min-Yen Kan

Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions

Zhongqiang Huang, Martin Čmejrek, Bowen Zhou

Improving Translation via Targeted Paraphrasing

Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn

Inducing Word Senses to Improve Web Search Result Clustering

Roberto Navigli, Giuseppe Crisafulli

Positional Language Models for Clinical Information Retrieval

Florian Boudin, Jian-Yun Nie, Martin Dawes

Learning the Relative Usefulness of Questions in Community QA

Răzvan Bunescu, Yunfeng Huang

Handling Noisy Queries in Cross Language FAQ Retrieval

Danish Contractor, Govind Kothari, Tanveer Faruquie, L. V. Subramaniam, Sumit Negi

Automatically Producing Plot Unit Representations for Narrative Text

Amit Goyal, Ellen Riloff, Hal Daume III

Summarizing Contrastive Viewpoints in Opinionated Text

Michael Paul, ChengXiang Zhai, Roxana Girju

Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid

Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming Li

Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation

Jordan Boyd-Graber, Philip Resnik

Turbo Parsers: Dependency Parsing by Approximate Variational Inference

Andre Martins, Noah Smith, Eric Xing, Pedro Aguiar, Mário Figueiredo

Utilizing Extra-Sentential Context for Parsing

Jackie Chi Kit CHEUNG, Gerald Penn

Self-Training with Products of Latent Variable Grammars

Zhongqiang Huang, Mary Harper, Slav Petrov

On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing

Alexander M. Rush, David Sontag, Michael Collins, Tommi Jaakkola

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

Hang Li, Lluis Marquez