EMNLP 2011

150 papers

Random Walk Inference and Learning in A Large Scale Knowledge Base

Ni Lao, Tom Mitchell, William W. Cohen

A generative model for unsupervised discovery of relations and argument classes from clinical texts

Bryan Rink, Sanda Harabagiu

Efficient retrieval of tree translation examples for Syntax-Based Machine Translation

Fabien Cromieres, Sadao Kurohashi

Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation

Jason Riesa, Ann Irvine, Daniel Marcu

A Word Reordering Model for Improved Machine Translation

Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jiri Navratil

Quasi-Synchronous Phrase Dependency Grammars for Machine Translation

Kevin Gimpel, Noah A. Smith

Ranking Human and Machine Summarization Systems

Peter Rankel, John Conroy, Eric Slud, Dianne O’Leary

Corroborating Text Evaluation Results with Heterogeneous Measures

Enrique Amigo, Julio Gonzalo, Jesús Giménez, Felisa Verdejo

Corpus-Guided Sentence Generation of Natural Images

Yezhou Yang, Ching Teo, Hal Daume III, Yiannis Aloimonos

Timeline Generation through Evolutionary Trans-Temporal Summarization

Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li

Bootstrapping Semantic Parsers from Conversations

Yoav Artzi, Luke Zettlemoyer

Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming

Kristian Woodsend, Mirella Lapata

Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus

Emily M. Bender, Dan Flickinger, Stephan Oepen, Yi Zhang

Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation

Reut Tsarfaty, Joakim Nivre, Evelina Andersson

Better Evaluation Metrics Lead to Better Machine Translation

Chang Liu, Daniel Dahlmeier, Hwee Tou Ng

Language Models for Machine Translation: Original vs. Translated Texts

Gennadi Lembersky, Noam Ordan, Shuly Wintner

Domain Adaptation via Pseudo In-Domain Data Selection

Amittai Axelrod, Xiaodong He, Jianfeng Gao

Large-Scale Cognate Recovery

David Hall, Dan Klein

Training a Log-Linear Parser with Loss Functions via Softmax-Margin

Michael Auli, Adam Lopez

Universal Morphological Analysis using Structured Nearest Neighbor Prediction

Young-Bum Kim, João Graça, Benjamin Snyder

Simple Effective Decipherment via Combinatorial Optimization

Taylor Berg-Kirkpatrick, Dan Klein

A Model of Discourse Predictions in Human Sentence Processing

Amit Dubey, Frank Keller, Patrick Sturt

Minimally Supervised Event Causality Identification

Quang Do, Yee Seng Chan, Dan Roth

Linear Text Segmentation Using Affinity Propagation

Anna Kazantseva, Stan Szpakowicz

A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents

Yufan Guo, Anna Korhonen, Thierry Poibeau

Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund Talley, Miriam Leenders, Andrew McCallum

Approximate Scalable Bounded Space Sketch for Large Data NLP

Amit Goyal, Hal Daume III

Dual Decomposition with Many Overlapping Components

Andre Martins, Noah Smith, Mário Figueiredo, Pedro Aguiar

Bayesian Checking for Topic Models

David Mimno, David Blei

A novel dependency-to-string model for statistical machine translation

jun xie, Haitao Mi, Qun Liu

Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax

Jiajun Zhang, Feifei Zhai, Chengqing Zong

Inducing Sentence Structure from Parallel Corpora for Reordering

John DeNero, Jakob Uszkoreit

Training a Parser for Machine Translation Reordering

Jason Katz-Brown, Slav Petrov, Ryan Mcdonald, Franz Och, David Talbot

Compositional Matrix-Space Models for Sentiment Analysis

Ainur Yessenalina, Claire Cardie

Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities

Lanjun Zhou, Binyang Li, Wei Gao, zhongyu wei, Kam-Fai Wong

Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning

Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews

Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua

A Joint Model for Extended Semantic Role Labeling

Vivek Srikumar, Dan Roth

Class Label Enhancement via Related Instances

Zornitsa Kozareva, Konstantin Voevodski, Shanghua Teng

Correcting Semantic Collocation Errors with L1-induced Paraphrases

Daniel Dahlmeier, Hwee Tou Ng

A Generate and Rank Approach to Sentence Paraphrasing

Prodromos Malakasiotis, Ion Androutsopoulos

Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP

Federico Sangati, Willem Zuidema

SMT Helps Bitext Dependency Parsing

Wenliang Chen, Jun’ichi Kazama, Min Zhang, Yoshimasa Tsuruoka, Yujie Zhang

Multi-Source Transfer of Delexicalized Dependency Parsers

Ryan Mcdonald, Slav Petrov, Keith Hall

Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance

Shay B. Cohen, Dipanjan Das, Noah A. Smith

Optimal Search for Minimum Error Rate Training

Michel Galley, Chris Quirk

Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation

Yin-Wen Chang, Michael Collins

Predicting Thread Discourse Structure over Technical Web Forums

Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timothy Baldwin

Fast and Robust Joint Models for Biomedical Event Extraction

Sebastian Riedel, Andrew McCallum

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

Regina Barzilay, Mark Johnson