Vol 8 (2020)

Table of Contents

Phonotactic Complexity and its Trade-offs
Tiago Pimentel, Brian Roark, Ryan D. Cotterell
Article at MIT Press
1-18
AMR-To-Text Generation with Graph Transformer
Tianming Wang, Xiaojun Wan, Hanqi Jin
Article at MIT Press
19-33
What BERT is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models
Allyson Ettinger
Article at MIT Press
34-48
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?
Sorami Hisamoto, Matt Post, Kevin Duh
Article at MIT Press
49-63
SpanBERT: Improving Pre-training by Representing and Predicting Spans
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy
Article at MIT Press
64-77
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
Hang Yan, Xipeng Qiu, Xuanjing Huang
Article at MIT Press
78-92
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu
Article at MIT Press
93-108
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig
Article at MIT Press
109-124
Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks
R. Thomas McCoy, Robert Frank, Tal Linzen
Article at MIT Press
125-140
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension
Kai Sun, Dian Yu, Dong Yu, Claire Cardie
Article at MIT Press
141-155
Theoretical Limitations of Self-Attention in Neural Sequence Models
Michael Hahn
Article at MIT Press
156-171
Target-Guided Structured Attention Network for Target-dependent Sentiment Analysis
Ji Zhang, Chengyao Chen, Pengfei Liu, Chao He, Cane Wing-Ki Leung
Article at MIT Press
172-182
Break It Down: A Question Understanding Benchmark
Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant
Article at MIT Press
183-198
Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies
Xi (Leslie) Chen, Sarah Ita Levitan, Michelle Levine, Marko Mandic, Julia Hirschberg
Article at MIT Press
199-214
Unsupervised Discourse Constituency Parsing Using Viterbi EM
Noriki Nishida, Hideki Nakayama
Article at MIT Press
215-230
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models
Vesna G. Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova
Article at MIT Press
231-246
Machine Learning Driven Language Assessment
Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair
Article at MIT Press
247-263
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
Sascha Rothe, Shashi Narayan, Aliaksei Severyn
Article at MIT Press
264-280
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
Article at MIT Press
281-295
How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context
Jey Han Lau, Carlos Santos Armendariz, Matthew Purver, Chang Shu, Shalom Lappin
Article at MIT Press
296-310
Learning Lexical Subspaces in a Distributional Vector Space
Kushal Arora, Aishik Chakraborty, Jackie Chi Kit Cheung
Article at MIT Press
311-329