Papers
Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
Yoshimasa Tsuruoka, Jun’ichi Tsujii, Sophia Ananiadou
Paraphrase Identification as Probabilistic Quasi-Synchronous Recognition
Dipanjan Das, Noah A. Smith
Employing Topic Models for Pattern-based Semantic Class Discovery
Huibin Zhang, Mingjie Zhu, Shuming Shi et al.
Extracting Lexical Reference Rules from Wikipedia
Eyal Shnarch, Libby Barak, Ido Dagan
Automatic Set Instance Extraction using the Web
Richard C. Wang, William W. Cohen
Bilingual Co-Training for Monolingual Hyponymy-Relation Acquisition
Jong-Hoon Oh, Kiyotaka Uchimoto, Kentaro Torisawa
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task
Kristen Parton, Kathleen R. McKeown, Bob Coyne et al.
Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering
Jian Huang, Sarah M. Taylor, Jonathan L. Smith et al.
Jointly Identifying Temporal Relations with Markov Logic
Katsumasa Yoshikawa, Sebastian Riedel, Masayuki Asahara et al.
Reducing Semantic Drift with Bagging and Distributional Similarity
Tara McIntosh, James R. Curran
A Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymmetric Alignment
Fan Yang, Jun Zhao, Kang Liu
Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar
Yi Zhang, Rui Wang
Dependency Grammar Induction via Bitext Projection Constraints
Kuzman Ganchev, Jennifer Gillenwater, Ben Taskar
Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria
Gregory Druck, Gideon Mann, Andrew McCallum
Concise Integer Linear Programming Formulations for Dependency Parsing
André Martins, Noah Smith, Eric Xing
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
Mikhail Zaslavskiy, Marc Dymetman, Nicola Cancedda
Topological Ordering of Function Words in Hierarchical Phrase-based Translation
Hendra Setiawan, Min-Yen Kan, Haizhou Li et al.
A Syntax-Driven Bracketing Model for Phrase-Based Translation
Deyi Xiong, Min Zhang, Aiti Aw et al.
The Contribution of Linguistic Features to Automatic Machine Translation Evaluation
Enrique Amigó, Jesús Giménez, Julio Gonzalo et al.
Robust Machine Translation Evaluation with Entailment Features
Sebastian Padó, Michel Galley, Dan Jurafsky et al.
Abstraction and Generalisation in Semantic Role Labels: PropBank, VerbNet or both?
Paola Merlo, Lonneke Van Der Plas
Learning with Annotation Noise
Eyal Beigman, Beata Beigman Klebanov
A Metric-based Framework for Automatic Taxonomy Induction
Hui Yang, Jamie Callan
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference
Mausam, Stephen Soderland, Oren Etzioni et al.