Papers
Distributed Asynchronous Online Learning for Natural Language Processing
Kevin Gimpel, Dipanjan Das, Noah A. Smith
Joint Entity and Relation Extraction Using Card-Pyramid Parsing
Rohit J. Kate, Raymond Mooney
Tagging and Linking Web Forum Posts
Su Nam Kim, Li Wang, Timothy Baldwin
Online Entropy-Based Model of Lexical Category Acquisition
Grzegorz Chrupała, Afra Alishahi
Improved Natural Language Learning via Variance-Regularization Support Vector Machines
Shane Bergsma, Dekang Lin, Dale Schuurmans
Cross-Caption Coreference Resolution for Automatic Image Understanding
Micah Hodosh, Peter Young, Cyrus Rashtchian et al.
A Hybrid Approach to Emotional Sentence Polarity and Intensity Classification
Jorge Carrillo de Albornoz, Laura Plaza, Pablo Gervás
A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection
Chenghua Lin, Yulan He, Richard Everson
Improving Word Alignment by Semi-Supervised Ensemble
Shujian Huang, Kangxi Li, Xinyu Dai et al.
A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation
Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard et al.
Learning Probabilistic Synchronous CFGs for Phrase-Based Translation
Markos Mylonakis, Khalil Sima’an
Semi-Supervised Recognition of Sarcasm in Twitter and Amazon
Dmitry Davidov, Oren Tsur, Ari Rappoport
Computing Optimal Alignments for the IBM-3 Translation Model
Thomas Schoenemann
Recession Segmentation: Simpler Online Word Segmentation Using Limited Resources
Constantine Lignos, Charles Yang
Type Level Clustering Evaluation: New Measures and a POS Induction Case Study
Roi Reichart, Omri Abend, Ari Rappoport
Syntactic and Semantic Structure for Opinion Expression Detection
Richard Johansson, Alessandro Moschitti
Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint
Roi Reichart, Raanan Fattal, Ari Rappoport
(Invited Talk) Bayesian Hidden Markov Models and Extensions
Zoubin Ghahramani
Learning Better Monolingual Models with Unannotated Bilingual Text
David Burkett, Slav Petrov, John Blitzer et al.
Identifying Patterns for Unsupervised Grammar Induction
Jesús Santamaría, Lourdes Araujo
Driving Semantic Parsing from the World’s Response
James Clarke, Dan Goldwasser, Ming-Wei Chang et al.
Viterbi Training Improves Unsupervised Dependency Parsing
Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky et al.
Improvements in Unsupervised Co-Occurrence Based Parsing
Christian Hänig