Vol 8 (2020)

Table of Contents

Phonotactic Complexity and its Trade-offs
Tiago Pimentel, Brian Roark, Ryan D. Cotterell
Article at MIT Press (presented at ACL 2020)
1-18
AMR-To-Text Generation with Graph Transformer
Tianming Wang, Xiaojun Wan, Hanqi Jin
Article at MIT Press (presented at ACL 2020)
19-33
What BERT is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models
Allyson Ettinger
Article at MIT Press (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020)
64-77
A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
Hang Yan, Xipeng Qiu, Xuanjing Huang
Article at MIT Press (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020)
125-140
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension
Kai Sun, Dian Yu, Dong Yu, Claire Cardie
Article at MIT Press (presented at ACL 2020)
141-155
Theoretical Limitations of Self-Attention in Neural Sequence Models
Michael Hahn
Article at MIT Press (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020) Remote
199-214
Unsupervised Discourse Constituency Parsing Using Viterbi EM
Noriki Nishida, Hideki Nakayama
Article at MIT Press (presented at ACL 2020)
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 (presented at ACL 2020)
231-246
Machine Learning Driven Language Assessment
Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair
Article at MIT Press (presented at ACL 2020)
247-263
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
Sascha Rothe, Shashi Narayan, Aliaksei Severyn
Article at MIT Press (presented at ACL 2020)
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 (presented at ACL 2020)
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 (presented at ACL 2020)
296-310
Learning Lexical Subspaces in a Distributional Vector Space
Kushal Arora, Aishik Chakraborty, Jackie Chi Kit Cheung
Article at MIT Press (presented at ACL 2020)
311-329
Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar
Article at MIT Press (presented at ACL 2020)
330-345
Better Document-Level Machine Translation with Bayes' Rule
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer
Article at MIT Press (presented at ACL 2020)
346-360
Hierarchical Mapping for Cross-lingual Word Embedding Alignment
Ion Madrazo Azpiazu, Maria Soledad Pera
Article at MIT Press
361-376
BLiMP: The Benchmark of Linguistic Minimal Pairs for English
Alex Warstadt, Alicia Parrish, Haokun Liu, Anhad Monananey, Wei Peng, Sheng-Fu Wang, Samuel R. Bowman
Article at MIT Press Presented at EMNLP 2020
377-392
Reproducible and Efficient Benchmarks for Hyperparameter Optimization of Neural Machine Translation Systems
Xuan Zhang, Kevin Duh
Article at MIT Press Presented at EMNLP 2020
393-408
Consistent Unsupervised Estimators for Anchored PCFGs
Alexander Clark, Nathanaël Fijalkow
Article at MIT Press Presented at EMNLP 2020
409-422
How Can We Know What Language Models Know
Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig
Article at MIT Press Presented at EMNLP 2020
423-438
Topic Modeling in Embedding Spaces
Adji Bousso Dieng, Francisco J.R. Ruiz, David Blei
Article at MIT Press Presented at EMNLP 2020
439-453
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Jonathan H Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Garrette, Michael Collins, Tom Kwiatkowski
Article at MIT Press (presented at ACL 2020)
454-470
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings
Lixing Zhu, Deyu Zhou, Yulan He
Article at MIT Press Presented at EMNLP 2020
471-485
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
Vaibhav Kumar, Tenzin Singhay Bhotia, Vaibhav Kumar, Tanmoy Chakraborty
Article at MIT Press Presented at EMNLP 2020
486-503
PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models
Eyal Ben David, Carmel Rabinovitz, Roi Reichart
Article at MIT Press Presented at EMNLP 2020
504-521
AMR Similarity Metrics from Principles
Juri Opitz, Letitia Parcalabescu, Anette Frank
Article at MIT Press
522-538
Unsupervised Quality Estimation for Neural Machine Translation
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia
Article at MIT Press Presented at EMNLP 2020
539-555
Task-Oriented Dialogue as Dataflow Synthesis
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
Article at MIT Press Presented at EMNLP 2020
556-571
What Does My QA Model Know? Devising Controlled Probes using Expert
Kyle Richardson, Ashish Sabharwal
Article at MIT Press Presented at EMNLP 2020
572-588
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs
Leonardo F. R. Ribeiro, Yue Zhang, Claire Gardent, Iryna Gurevych
Article at MIT Press Presented at EMNLP 2020
589-604
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
Takashi Shibuya, Eduard Hovy
Article at MIT Press Presented at EMNLP 2020
605-620
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models
Lifu Tu, Garima Lalwani, Spandana Gella, He He
Article at MIT Press Presented at EMNLP 2020
621-633
Data Weighted Training Strategies for Grammatical Error Correction
Jared Lichtarge, Chris Alberti, Shankar Kumar
Article at MIT Press Presented at EMNLP 2020
634-646
The Return of Lexical Dependencies: Neural Lexicalized PCFGs
Hao Zhu, Yonatan Bisk, Graham Neubig
Article at MIT Press Presented at EMNLP 2020
647-661
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
Max Bartolo, Alastair Roberts, Johannes Welbl, Sebastian Riedel, Pontus Stenetorp
Article at MIT Press Presented at EMNLP 2020
662-678
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, Greg Durrett
Article at MIT Press Presented at EMNLP 2020
679-694
Consistent Transcription and Translation of Speech
Matthias Sperber, Hendra Setiawan, Christian Gollan, Udhay Nallasamy, Matthias Paulik
Article at MIT Press Presented at EMNLP 2020
695-709
Synthesizing Parallel Data of User-Generated Texts with Zero-Shot Neural Machine Translation
Benjamin Marie, Atsushi Fujita
Article at MIT Press
710-725
Multilingual Denoising Pre-training for Neural Machine Translation
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
Article at MIT Press Presented at EMNLP 2020
726-742
oLMpics - On what Language Model Pre-training Captures
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Article at MIT Press Presented at EMNLP 2020
743-758
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation
Edwin Simpson, Yang Gao, Iryna Gurevych
Article at MIT Press Presented at EMNLP 2020
759-775
Syntactic Structure Distillation Pretraining for Bidirectional Encoders
Adhiguna Kuncoro, Lingpeng Kong, Daniel Fried, Dani Yogatama, Laura Rimell, Chris Dyer, Phil Blunsom
Article at MIT Press Presented at EMNLP 2020
776-794
Best-First Beam Search
Clara Meister, Ryan Cotterell, Tim Vieira
Article at MIT Press Article at MIT Press
795-809
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Ananya B. Sai, Akash Kumar Mohankumar, Siddhartha Arora, Mitesh M. Khapra
Article at MIT Press Presented at EMNLP 2020
810-827
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings
Phillip Keung, Julian Salazar, Yichao Lu, Noah Smith
Article at MIT Press
828-841
A Primer in BERTology: What We Know About How BERT Works
Anna Rogers, Olga Kovaleva, Anna Rumshisky
Article at MIT Press
842-866
Erratum: "BLiMP: The Benchmark of Linguistic Minimal Pairs for English"
Alex Warstadt, Alicia Parnish, Haokun Liu, Anhad Monananey, Wei Peng, Sheng-Fu Wang, Samuel R. Bowman
Article at MIT Press
867-868