Papers
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings
Deyu Zhou, Xuan Zhang, Yulan He
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek, Ashish Anand, Amit Awekar
Nonsymbolic Text Representation
Hinrich Schütze
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis, Liva Ralaivola
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
Omer Levy, Anders Søgaard, Yoav Goldberg
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
Fei Liu, Julien Perez, Scott Nowson
Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion
Stephanie Lukin, Pranav Anand, Marilyn Walker et al.
A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content
Tushar Maheshwari, Aishwarya N. Reganti, Samiksha Gupta et al.
Learning to Predict Denotational Probabilities For Modeling Entailment
Alice Lai, Julia Hockenmaier
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment
Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao et al.
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin, Hinrich Schütze
Noisy-context surprisal as a human sentence processing cost model
Richard Futrell, Roger Levy
Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing
Minh Lê, Antske Fokkens
Dependency Parsing as Head Selection
Xingxing Zhang, Jianpeng Cheng, Mirella Lapata
Generating flexible proper name references in text: Data, models and evaluation
Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben
Transition-Based Deep Input Linearization
Ratish Puduppully, Yue Zhang, Manish Shrivastava
Learning to generate one-sentence biographies from Wikidata
Andrew Chisholm, Will Radford, Ben Hachey
Learning to Generate Product Reviews from Attributes
Li Dong, Shaohan Huang, Furu Wei et al.
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
Patrick Verga, Arvind Neelakantan, Andrew McCallum
Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
Bonan Min, Marjorie Freedman, Talya Meltzer
The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links
Stefano Faralli, Alexander Panchenko, Chris Biemann et al.
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
Yadollah Yaghoobzadeh, Hinrich Schütze
Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames
Gongye Jin, Daisuke Kawahara, Sadao Kurohashi
Unsupervised AMR-Dependency Parse Alignment
Wei-Te Chen, Martha Palmer
Integrated Learning of Dialog Strategies and Semantic Parsing
Aishwarya Padmakumar, Jesse Thomason, Raymond J. Mooney