Papers
A Teacher-Student Framework for Maintainable Dialog Manager
Weikang Wang, Jiajun Zhang, Han Zhang et al.
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
Zi Lin, Yuguang Duan, Yuanyuan Zhao et al.
Hierarchical Quantized Representations for Script Generation
Noah Weber, Leena Shekhar, Niranjan Balasubramanian et al.
Syntactic Scaffolds for Semantic Structures
Swabha Swayamdipta, Sam Thomson, Kenton Lee et al.
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data
Guanghui Qin, Jin-Ge Yao, Xuening Wang et al.
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification
Mounica Maddela, Wei Xu
BanditSum: Extractive Summarization as a Contextual Bandit
Yue Dong, Yikang Shen, Eric Crawford et al.
Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu, Houfeng Wang, Tianyu Liu et al.
Pathologies of Neural Models Make Interpretations Difficult
Shi Feng, Eric Wallace, Alvin Grissom II et al.
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen et al.
CARER: Contextualized Affect Representations for Emotion Recognition
Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang et al.
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
Stefanos Angelidis, Mirella Lapata
Cross-topic Argument Mining from Heterogeneous Sources
Christian Stab, Tristan Miller, Benjamin Schiller et al.
Sentiment Classification towards Question-Answering with Hierarchical Matching Network
Chenlin Shen, Changlong Sun, Jingjing Wang et al.
A Visual Attention Grounding Neural Model for Multimodal Machine Translation
Mingyang Zhou, Runxiang Cheng, Yong Jae Lee et al.
Unsupervised Statistical Machine Translation
Mikel Artetxe, Gorka Labaka, Eneko Agirre
Meta-Learning for Low-Resource Neural Machine Translation
Jiatao Gu, Yong Wang, Yun Chen et al.
A Study of Reinforcement Learning for Neural Machine Translation
Lijun Wu, Fei Tian, Tao Qin et al.
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter
Lijun Wu, Xu Tan, Di He et al.
Native Language Identification with User Generated Content
Gili Goldin, Ella Rabinovich, Shuly Wintner
Identifying the sentiment styles of YouTube’s vloggers
Bennett Kleinberg, Maximilian Mozes, Isabelle van der Vegt
Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies
Anjalie Field, Doron Kliger, Shuly Wintner et al.
Residualized Factor Adaptation for Community Social Media Prediction Tasks
Mohammadzaman Zamani, H. Andrew Schwartz, Veronica Lynn et al.
Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian, Mai ElSherief, Elizabeth Belding et al.