Papers
Sentiment Domain Adaptation with Multiple Sources
Fangzhao Wu, Yongfeng Huang
Two Discourse Driven Language Models for Semantics
Haoruo Peng, Dan Roth
Using Sentence-Level LSTM Language Models for Script Inference
Karl Pichotta, Raymond J. Mooney
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling
Deyu Zhou, Tianmeng Gao, Yulan He
Liberal Event Extraction and Event Schema Induction
Lifu Huang, Taylor Cassidy, Xiaocheng Feng et al.
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić, Anna Korhonen
Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh, Hinrich Schütze
Compressing Neural Language Models by Sparse Word Representations
Yunchuan Chen, Lili Mou, Yan Xu et al.
Metaphor Detection with Topic Transition, Emotion and Cognition in Context
Hyeju Jang, Yohan Jo, Qinlan Shen et al.
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto, Yoshimasa Tsuruoka
Idiom Token Classification using Sentential Distributed Semantics
Giancarlo Salton, Robert Ross, John Kelleher
Literal and Metaphorical Senses in Compositional Distributional Semantic Models
E. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis et al.
Neural Greedy Constituent Parsing with Dynamic Oracles
Maximin Coavoux, Benoît Crabbé
A Transition-Based System for Joint Lexical and Syntactic Analysis
Matthieu Constant, Joakim Nivre
Generalized Transition-based Dependency Parsing via Control Parameters
Bernd Bohnet, Ryan McDonald, Emily Pitler et al.
Pointing the Unknown Words
Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati et al.
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
Yulia Tsvetkov, Manaal Faruqui, Wang Ling et al.
Language Transfer Learning for Supervised Lexical Substitution
Gerold Hintz, Chris Biemann
Incremental Acquisition of Verb Hypothesis Space towards Physical World Interaction
Lanbo She, Joyce Chai
Graph-Based Translation Via Graph Segmentation
Liangyou Li, Andy Way, Qun Liu
Improving Neural Machine Translation Models with Monolingual Data
Rico Sennrich, Barry Haddow, Alexandra Birch
Modeling Coverage for Neural Machine Translation
Zhaopeng Tu, Zhengdong Lu, Yang Liu et al.
Models and Inference for Prefix-Constrained Machine Translation
Joern Wuebker, Spence Green, John DeNero et al.
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer
Di Lu, Xiaoman Pan, Nima Pourdamghani et al.
Unsupervised Person Slot Filling based on Graph Mining
Dian Yu, Heng Ji