Papers
An Algebra for Feature Extraction
Vivek Srikumar
Learning to Skim Text
Adams Wei Yu, Hongrae Lee, Quoc Le
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen, Adam Fisch, Jason Weston et al.
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli et al.
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering
Jianbo Ye, Yanran Li, Zhaohui Wu et al.
Gated-Attention Readers for Text Comprehension
Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang et al.
Search-based Neural Structured Learning for Sequential Question Answering
Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang
Jointly Extracting Relations with Class Ties via Effective Deep Ranking
Hai Ye, Wenhan Chao, Zhunchen Luo et al.
Topical Coherence in LDA-based Models through Induced Segmentation
Hesam Amoualian, Wei Lu, Eric Gaussier et al.
Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms
Shulin Liu, Yubo Chen, Kang Liu et al.
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić, Diarmuid Ó Séaghdha, Tsung-Hsien Wen et al.
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
He He, Anusha Balakrishnan, Mihail Eric et al.
Semi-supervised sequence tagging with bidirectional language models
Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula et al.
Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing
Anssi Yli-Jyrä, Carlos Gómez-Rodríguez
Universal Dependencies Parsing for Colloquial Singaporean English
Hongmin Wang, Yue Zhang, GuangYong Leonard Chan et al.
CANE: Context-Aware Network Embedding for Relation Modeling
Cunchao Tu, Han Liu, Zhiyuan Liu et al.
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models
Navid Rekabsaz, Mihai Lupu, Artem Baklanov et al.
Active Sentiment Domain Adaptation
Fangzhao Wu, Yongfeng Huang, Jun Yan
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation
Lotem Peled, Roi Reichart
Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian, Minlie Huang, Jinhao Lei et al.
Linguistic analysis of differences in portrayal of movie characters
Anil Ramakrishna, Victor R. Martínez, Nikolaos Malandrakis et al.
Enhanced LSTM for Natural Language Inference
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling et al.
Multimodal Word Distributions
Ben Athiwaratkun, Andrew Wilson
Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication
Lanbo She, Joyce Chai
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding
Yixin Cao, Lifu Huang, Heng Ji et al.