Papers
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing
Daniel Fernández-González, Carlos Gómez-Rodríguez
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick
Valency-Augmented Dependency Parsing
Tianze Shi, Lillian Lee
Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms
Yubo Chen, Hang Yang, Kang Liu et al.
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga et al.
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
Xiao Liu, Zhunchen Luo, Heyan Huang
Temporal Information Extraction by Predicting Relative Time-lines
Artuur Leeuwenberg, Marie-Francine Moens
Automatic Event Salience Identification
Zhengzhong Liu, Chenyan Xiong, Teruko Mitamura et al.
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Liyuan Liu, Xiang Ren, Jingbo Shang et al.
Rational Recurrences
Hao Peng, Roy Schwartz, Sam Thomson et al.
Targeted Syntactic Evaluation of Language Models
Rebecca Marvin, Tal Linzen
Large Margin Neural Language Model
Jiaji Huang, Yi Li, Wei Ping et al.
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
Jason Lee, Elman Mansimov, Kyunghyun Cho
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions
Salvatore Giorgi, Daniel Preoţiuc-Pietro, Anneke Buffone et al.
Fine-Grained Emotion Detection in Health-Related Online Posts
Hamed Khanpour, Cornelia Caragea
Somm: Into the Model
Shengli Hu
Identifying Locus of Control in Social Media Language
Masoud Rouhizadeh, Kokil Jaidka, Laura Smith et al.
Harnessing Popularity in Social Media for Extractive Summarization of Online Conversations
Ryuji Kano, Yasuhide Miura, Motoki Taniguchi et al.
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
Nayeon Lee, Chien-Sheng Wu, Pascale Fung
Is Nike female? Exploring the role of sound symbolism in predicting brand name gender
Sridhar Moorthy, Ruth Pogacar, Samin Khan et al.
Syntactical Analysis of the Weaknesses of Sentiment Analyzers
Rohil Verma, Samuel Kim, David Walter
Representing Social Media Users for Sarcasm Detection
Y. Alex Kolchinski, Christopher Potts
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt, Simon Steinheber, Konrad Schreiber et al.
Learning Sentiment Memories for Sentiment Modification without Parallel Data
Yi Zhang, Jingjing Xu, Pengcheng Yang et al.
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network
Jianfei Yu, Luís Marujo, Jing Jiang et al.