Papers
A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy
Jinlong Zhou, Xipeng Qiu, Xuanjing Huang
A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods
Hongtao Lu, Xianzhong Long, Jingyuan Lv
A Fast and Accurate Method for Approximate String Search
Ziqi Wang, Gu Xu, Hang Li et al.
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
Anoop Deoras, Tomáš Mikolov, Kenneth Church
A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems
Xiao–Tong Yuan, Shuicheng Yan
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences
Odalric-Ambrym Maillard, Rémi Munos, Gilles Stoltz
A Framework for Push-Grasping in Clutter
Mehmet Dogar, Siddhartha Srinivasa
A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications
Kun Zhang, Aapo Hyvärinen
A Generate and Rank Approach to Sentence Paraphrasing
Prodromos Malakasiotis, Ion Androutsopoulos
A Generative Entity-Mention Model for Linking Entities with Knowledge Base
Xianpei Han, Le Sun
A generative model for unsupervised discovery of relations and argument classes from clinical texts
Bryan Rink, Sanda Harabagiu
Age Prediction in Blogs: A Study of Style, Content, and Online Behavior in Pre- and Post-Social Media Generations
Sara Rosenthal, Kathleen McKeown
A Global Structural EM Algorithm for a Model of Cancer Progression
Ali Tofigh, Erik Sj̦lund, Mattias H̦glund et al.
Agnostic KWIK learning and efficient approximate reinforcement learning
István Szita, Csaba Szepesvári
Agnostic Selective Classification
Yair Wiener, Ran El-Yaniv
A Graph Approach to Spelling Correction in Domain-Centric Search
Zhuowei Bao, Benny Kimelfeld, Yunyao Li
A Graph-based Method for Entity Linking
Yuhang Guo, Wanxiang Che, Ting Liu et al.
A Hierarchical Model of Web Summaries
Yves Petinot, Kathleen McKeown, Kapil Thadani
A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction
Phil Blunsom, Trevor Cohn
A Joint Model for Extended Semantic Role Labeling
Vivek Srikumar, Dan Roth
A Joint Sequence Translation Model with Integrated Reordering
Nadir Durrani, Helmut Schmid, Alexander Fraser
A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
Ming Tan, Wenli Zhou, Lei Zheng et al.
A Latent Topic Extracting Method based on Events in a Document and its Application
Risa Kitajima, Ichiro Kobayashi
Algorithms and hardness results for parallel large margin learning
Phil Long, Rocco Servedio
Algorithm Selection and Model Adaptation for ESL Correction Tasks
Alla Rozovskaya, Dan Roth