Papers
Generalized Agreement for Bidirectional Word Alignment
Chunyang Liu, Yang Liu, Maosong Sun et al.
Leave-one-out Word Alignment without Garbage Collector Effects
Xiaolin Wang, Masao Utiyama, Andrew Finch et al.
Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources
Lucie Flekova, Iryna Gurevych
A Computational Cognitive Model of Novel Word Generalization
Aida Nematzadeh, Erin Grant, Suzanne Stevenson
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths
Yan Xu, Lili Mou, Ge Li et al.
Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley, Mo Yu, Mark Dredze
CORE: Context-Aware Open Relation Extraction with Factorization Machines
Fabio Petroni, Luciano Del Corro, Rainer Gemulla
Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng, Kang Liu, Yubo Chen et al.
Solving General Arithmetic Word Problems
Subhro Roy, Dan Roth
Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions
Majid Yazdani, Meghdad Farahmand, James Henderson
Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li, Dan Jurafsky
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić et al.
Broad-coverage CCG Semantic Parsing with AMR
Yoav Artzi, Kenton Lee, Luke Zettlemoyer
A Strong Lexical Matching Method for the Machine Comprehension Test
Ellery Smith, Nicola Greco, Matko Bošnjak et al.
Online Learning of Interpretable Word Embeddings
Hongyin Luo, Zhiyuan Liu, Huanbo Luan et al.
Script Induction as Language Modeling
Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro et al.
Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages
Nut Limsopatham, Nigel Collier
Measuring Prerequisite Relations Among Concepts
Chen Liang, Zhaohui Wu, Wenyi Huang et al.
Learning to Identify the Best Contexts for Knowledge-based WSD
Evgenia Wasserman Pritsker, William Cohen, Einat Minkov
Context-Dependent Knowledge Graph Embedding
Yuanfei Luo, Quan Wang, Bin Wang et al.
Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity
Julien Kloetzer, Kentaro Torisawa, Chikara Hashimoto et al.
Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee, Yoav Artzi, Yejin Choi et al.
Unsupervised Negation Focus Identification with Word-Topic Graph Model
Bowei Zou, Guodong Zhou, Qiaoming Zhu
Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks
Zhen Wang, Tingsong Jiang, Baobao Chang et al.