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• Local Context Sparse Coding

  Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park

  2015-02-19

• Fast and Accurate Prediction of Sentence Specificity

  Junyi Li, Ani Nenkova

  2015-02-19

• Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning

  Dan Garrette, Chris Dyer, Jason Baldridge, Noah Smith

  2015-02-19

• Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression

  Zsolt Bitvai, Trevor Cohn

  2015-02-19

• A Family of Latent Variable Convex Relaxations for IBM Model 2

  Andrei Simion, Michael Collins, Cliff Stein

  2015-02-19

• Recurrent Convolutional Neural Networks for Text Classification

  Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao

  2015-02-19

• Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework

  Ran Xu, Caiming Xiong, Wei Chen, Jason Corso

  2015-02-19

• Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser

  Devendra Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape

  2015-02-19

• Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures

  Emmanuel Lassalle, Pascal Denis

  2015-02-19

• Learning Greedy Policies for the Easy-First Framework

  Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli

  2015-02-19

• Contrastive Unsupervised Word Alignment with Non-Local Features

  Yang Liu, Maosong Sun

  2015-02-19

• Online Bayesian Models for Personal Analytics in Social Media

  Svitlana Volkova, Benjamin Van Durme

  2015-02-19

• Dataless Text Classification with Descriptive LDA

  Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll

  2015-02-19

• A Stratified Strategy for Efficient Kernel-Based Learning

  Simone Filice, Danilo Croce, Roberto Basili

  2015-02-19

• Unsupervised Phrasal Near-Synonym Generation from Text Corpora

  Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller

  2015-02-19

• Microblog Sentiment Classification with Contextual Knowledge Regularization

  Fangzhao Wu, Yangqiu Song, Yongfeng Huang

  2015-02-19

• Topic Segmentation with an Ordering-Based Topic Model

  Lan Du, John Pate, Mark Johnson

  2015-02-19

• Ordering-Sensitive and Semantic-Aware Topic Modeling

  Min Yang, Tianyi Cui, Wenting Tu

  2015-02-19

• The Utility of Text: The Case of Amicus Briefs and the Supreme Court

  Yanchuan Sim, Bryan Routledge, Noah Smith

  2015-02-19

• A Novel Neural Topic Model and Its Supervised Extension

  Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji

  2015-02-19

• Never-Ending Learning

  Tom Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

  2015-02-19

• Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue

  Changsong Liu, Joyce Chai

  2015-02-19

• Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia

  Zhaohui Wu, C. Giles

  2015-02-19

• Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics

  Rahul Jha, Reed Coke, Dragomir Radev

  2015-02-19

• Learning Word Representations from Relational Graphs

  Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi

  2015-02-19