Papers
Answering Complex Questions via Exploiting Social Q&A Collection
Youzheng Wu, Chiori Hori, Hisashi Kawai et al.
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments
Michael Mozer, Benjamin Link, Harold Pashler
An Unsupervised Model for Joint Phrase Alignment and Extraction
Graham Neubig, Taro Watanabe, Eiichiro Sumita et al.
A Pilot Study of Opinion Summarization in Conversations
Dong Wang, Yang Liu
A POS-based Ensemble Model for Cross-domain Sentiment Classification
Rui Xia, Chengqing Zong
Approximate inference for the loss-calibrated Bayesian
Simon Lacoste–Julien, Ferenc Huszár, Zoubin Ghahramani
Approximate Marginals in Latent Gaussian Models
Botond Cseke, Tom Heskes
Approximate Model Selection for Large Scale LSSVM
Lizhong Ding, Shizhong Liao
Approximate Scalable Bounded Space Sketch for Large Data NLP
Amit Goyal, Hal Daumé III
Approximating Semidefinite Programs in Sublinear Time
Dan Garber, Elad Hazan
A Probabilistic Modeling Framework for Lexical Entailment
Eyal Shnarch, Jacob Goldberger, Ido Dagan
A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models
Dingcheng Li, Tim Miller, William Schuler
A rational model of causal inference with continuous causes
Thomas L. Griffiths, Michael James
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
Stephane Ross, Geoffrey Gordon, Drew Bagnell
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin
Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing et al.
A Reinforcement Learning Theory for Homeostatic Regulation
Mehdi Keramati, Boris S. Gutkin
-Armed Bandits
Sébastien Bubeck, Rémi Munos, Gilles Stoltz et al.
A Semantic Relatedness Measure Based on Combined Encyclopedic, Ontological and Collocational Knowledge
Yannis Haralambous, Vitaly Klyuev
A Semantic-Specific Model for Chinese Named Entity Translation
Yufeng Chen, Chengqing Zong
A Serial Approach to Handling High-Dimensional Measurements in the Sigma-Point Kalman Filter
Colin McManus, Timothy Barfoot
A Simple Measure to Assess Non-response
Anselmo Peñas, Alvaro Rodrigo
A simple multi-armed bandit algorithm with optimal variation-bounded regret
Elad Hazan, Satyen Kale