Transactions of the Association for Computational Linguistics, Volume 8

Transactions of the Association for Computational Linguistics, Volume 8 Mark Johnson editor Brian Roark editor Ani Nenkova editor monographic 2020 MIT Press Cambridge, MA text book tacl-2020-transactions https://aclanthology.org/2020.tacl-1.0/ Phonotactic Complexity and Its Trade-offs Tiago Pimentel author Brian Roark author Ryan Cotterell author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal pimentel-etal-2020-phonotactic 10.1162/tacl_a_00296 https://aclanthology.org/2020.tacl-1.1/ 2020 8 1 18 AMR-To-Text Generation with Graph Transformer Tianming Wang author Xiaojun Wan author Hanqi Jin author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wang-etal-2020-amr 10.1162/tacl_a_00297 https://aclanthology.org/2020.tacl-1.2/ 2020 8 19 33 What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models Allyson Ettinger author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ettinger-2020-bert 10.1162/tacl_a_00298 https://aclanthology.org/2020.tacl-1.3/ 2020 8 34 48 Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Sorami Hisamoto author Matt Post author Kevin Duh author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hisamoto-etal-2020-membership 10.1162/tacl_a_00299 https://aclanthology.org/2020.tacl-1.4/ 2020 8 49 63 SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi author Danqi Chen author Yinhan Liu author Daniel S Weld author Luke Zettlemoyer author Omer Levy author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal joshi-etal-2020-spanbert 10.1162/tacl_a_00300 https://aclanthology.org/2020.tacl-1.5/ 2020 8 64 77 A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing Hang Yan author Xipeng Qiu author Xuanjing Huang author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal yan-etal-2020-graph 10.1162/tacl_a_00301 https://aclanthology.org/2020.tacl-1.6/ 2020 8 78 92 A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan author Fei Huang author Zhihao Zhao author Xiaoyan Zhu author Minlie Huang author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal guan-etal-2020-knowledge 10.1162/tacl_a_00302 https://aclanthology.org/2020.tacl-1.7/ 2020 8 93 108 Improving Candidate Generation for Low-resource Cross-lingual Entity Linking Shuyan Zhou author Shruti Rijhwani author John Wieting author Jaime Carbonell author Graham Neubig author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhou-etal-2020-improving-candidate 10.1162/tacl_a_00303 https://aclanthology.org/2020.tacl-1.8/ 2020 8 109 124 Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks R Thomas McCoy author Robert Frank author Tal Linzen author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal mccoy-etal-2020-syntax 10.1162/tacl_a_00304 https://aclanthology.org/2020.tacl-1.9/ 2020 8 125 140 Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun author Dian Yu author Dong Yu author Claire Cardie author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sun-etal-2020-investigating 10.1162/tacl_a_00305 https://aclanthology.org/2020.tacl-1.10/ 2020 8 141 155 Theoretical Limitations of Self-Attention in Neural Sequence Models Michael Hahn author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hahn-2020-theoretical 10.1162/tacl_a_00306 https://aclanthology.org/2020.tacl-1.11/ 2020 8 156 171 Target-Guided Structured Attention Network for Target-Dependent Sentiment Analysis Ji Zhang author Chengyao Chen author Pengfei Liu author Chao He author Cane Wing-Ki Leung author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhang-etal-2020-target 10.1162/tacl_a_00308 https://aclanthology.org/2020.tacl-1.12/ 2020 8 172 182 Break It Down: A Question Understanding Benchmark Tomer Wolfson author Mor Geva author Ankit Gupta author Matt Gardner author Yoav Goldberg author Daniel Deutch author Jonathan Berant author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wolfson-etal-2020-break 10.1162/tacl_a_00309 https://aclanthology.org/2020.tacl-1.13/ 2020 8 183 198 Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies Xi (Leslie) Chen author Sarah Ita Levitan author Michelle Levine author Marko Mandic author Julia Hirschberg author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal chen-etal-2020-acoustic 10.1162/tacl_a_00311 https://aclanthology.org/2020.tacl-1.14/ 2020 8 199 214 Unsupervised Discourse Constituency Parsing Using Viterbi EM Noriki Nishida author Hideki Nakayama author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal nishida-nakayama-2020-unsupervised 10.1162/tacl_a_00312 https://aclanthology.org/2020.tacl-1.15/ 2020 8 215 230 Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic Models Vesna G Djokic author Jean Maillard author Luana Bulat author Ekaterina Shutova author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal djokic-etal-2020-decoding 10.1162/tacl_a_00307 https://aclanthology.org/2020.tacl-1.16/ 2020 8 231 246 Machine Learning–Driven Language Assessment Burr Settles author Geoffrey T LaFlair author Masato Hagiwara author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal settles-etal-2020-machine 10.1162/tacl_a_00310 https://aclanthology.org/2020.tacl-1.17/ 2020 8 247 263 Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Sascha Rothe author Shashi Narayan author Aliaksei Severyn author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal rothe-etal-2020-leveraging 10.1162/tacl_a_00313 https://aclanthology.org/2020.tacl-1.18/ 2020 8 264 280 CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu author Kaili Huang author Zheng Zhang author Xiaoyan Zhu author Minlie Huang author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhu-etal-2020-crosswoz 10.1162/tacl_a_00314 https://aclanthology.org/2020.tacl-1.19/ 2020 8 281 295 How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context Jey Han Lau author Carlos Armendariz author Shalom Lappin author Matthew Purver author Chang Shu author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal lau-etal-2020-furiously 10.1162/tacl_a_00315 https://aclanthology.org/2020.tacl-1.20/ 2020 8 296 310 Learning Lexical Subspaces in a Distributional Vector Space Kushal Arora author Aishik Chakraborty author Jackie C K Cheung author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal arora-etal-2020-learning 10.1162/tacl_a_00316 https://aclanthology.org/2020.tacl-1.21/ 2020 8 311 329 Syntax-Guided Controlled Generation of Paraphrases Ashutosh Kumar author Kabir Ahuja author Raghuram Vadapalli author Partha Talukdar author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kumar-etal-2020-syntax 10.1162/tacl_a_00318 https://aclanthology.org/2020.tacl-1.22/ 2020 8 329 345 Better Document-Level Machine Translation with Bayes’ Rule Lei Yu author Laurent Sartran author Wojciech Stokowiec author Wang Ling author Lingpeng Kong author Phil Blunsom author Chris Dyer author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal yu-etal-2020-better 10.1162/tacl_a_00319 https://aclanthology.org/2020.tacl-1.23/ 2020 8 346 360 Hierarchical Mapping for Crosslingual Word Embedding Alignment Ion Madrazo Azpiazu author Maria Soledad Pera author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal azpiazu-pera-2020-hierarchical 10.1162/tacl_a_00320 https://aclanthology.org/2020.tacl-1.24/ 2020 8 361 376 BLiMP: The Benchmark of Linguistic Minimal Pairs for English Alex Warstadt author Alicia Parrish author Haokun Liu author Anhad Mohananey author Wei Peng author Sheng-Fu Wang author Samuel R Bowman author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal warstadt-etal-2020-blimp-benchmark 10.1162/tacl_a_00321 https://aclanthology.org/2020.tacl-1.25/ 2020 8 377 392 Reproducible and Efficient Benchmarks for Hyperparameter Optimization of Neural Machine Translation Systems Xuan Zhang author Kevin Duh author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhang-duh-2020-reproducible 10.1162/tacl_a_00322 https://aclanthology.org/2020.tacl-1.26/ 2020 8 393 408 Consistent Unsupervised Estimators for Anchored PCFGs Alexander Clark author Nathanaël Fijalkow author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal clark-fijalkow-2020-consistent 10.1162/tacl_a_00323 https://aclanthology.org/2020.tacl-1.27/ 2020 8 409 422 How Can We Know What Language Models Know? Zhengbao Jiang author Frank F Xu author Jun Araki author Graham Neubig author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jiang-etal-2020-know 10.1162/tacl_a_00324 https://aclanthology.org/2020.tacl-1.28/ 2020 8 423 438 Topic Modeling in Embedding Spaces Adji B Dieng author Francisco J R Ruiz author David M Blei author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal dieng-etal-2020-topic 10.1162/tacl_a_00325 https://aclanthology.org/2020.tacl-1.29/ 2020 8 439 453 TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages Jonathan H Clark author Eunsol Choi author Michael Collins author Dan Garrette author Tom Kwiatkowski author Vitaly Nikolaev author Jennimaria Palomaki author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal clark-etal-2020-tydi 10.1162/tacl_a_00317 https://aclanthology.org/2020.tacl-1.30/ 2020 8 454 470 A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Lixing Zhu author Yulan He author Deyu Zhou author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhu-etal-2020-neural 10.1162/tacl_a_00326 https://aclanthology.org/2020.tacl-1.31/ 2020 8 471 485 Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Vaibhav Kumar author Tenzin Singhay Bhotia author Tanmoy Chakraborty author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kumar-etal-2020-nurse 10.1162/tacl_a_00327 https://aclanthology.org/2020.tacl-1.32/ 2020 8 486 503 PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models Eyal Ben-David author Carmel Rabinovitz author Roi Reichart author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ben-david-etal-2020-perl 10.1162/tacl_a_00328 https://aclanthology.org/2020.tacl-1.33/ 2020 8 504 521 AMR Similarity Metrics from Principles Juri Opitz author Letitia Parcalabescu author Anette Frank author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal opitz-etal-2020-amr 10.1162/tacl_a_00329 https://aclanthology.org/2020.tacl-1.34/ 2020 8 522 538 Unsupervised Quality Estimation for Neural Machine Translation Marina Fomicheva author Shuo Sun author Lisa Yankovskaya author Frédéric Blain author Francisco Guzmán author Mark Fishel author Nikolaos Aletras author Vishrav Chaudhary author Lucia Specia author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal fomicheva-etal-2020-unsupervised 10.1162/tacl_a_00330 https://aclanthology.org/2020.tacl-1.35/ 2020 8 539 555 Task-Oriented Dialogue as Dataflow Synthesis Jacob Andreas author John Bufe author David Burkett author Charles Chen author Josh Clausman author Jean Crawford author Kate Crim author Jordan DeLoach author Leah Dorner author Jason Eisner author Hao Fang author Alan Guo author David Hall author Kristin Hayes author Kellie Hill author Diana Ho author Wendy Iwaszuk author Smriti Jha author Dan Klein author Jayant Krishnamurthy author Theo Lanman author Percy Liang author Christopher H Lin author Ilya Lintsbakh author Andy McGovern author Aleksandr Nisnevich author Adam Pauls author Dmitrij Petters author Brent Read author Dan Roth author Subhro Roy author Jesse Rusak author Beth Short author Div Slomin author Ben Snyder author Stephon Striplin author Yu Su author Zachary Tellman author Sam Thomson author Andrei Vorobev author Izabela Witoszko author Jason Wolfe author Abby Wray author Yuchen Zhang author Alexander Zotov author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal andreas-etal-2020-task 10.1162/tacl_a_00333 https://aclanthology.org/2020.tacl-1.36/ 2020 8 556 571 What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge Kyle Richardson author Ashish Sabharwal author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal richardson-sabharwal-2020-qa 10.1162/tacl_a_00331 https://aclanthology.org/2020.tacl-1.37/ 2020 8 572 588 Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Leonardo F R Ribeiro author Yue Zhang author Claire Gardent author Iryna Gurevych author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ribeiro-etal-2020-modeling 10.1162/tacl_a_00332 https://aclanthology.org/2020.tacl-1.38/ 2020 8 589 604 Nested Named Entity Recognition via Second-best Sequence Learning and Decoding Takashi Shibuya author Eduard Hovy author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal shibuya-hovy-2020-nested 10.1162/tacl_a_00334 https://aclanthology.org/2020.tacl-1.39/ 2020 8 605 620 An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu author Garima Lalwani author Spandana Gella author He He author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal tu-etal-2020-empirical 10.1162/tacl_a_00335 https://aclanthology.org/2020.tacl-1.40/ 2020 8 621 633 Data Weighted Training Strategies for Grammatical Error Correction Jared Lichtarge author Chris Alberti author Shankar Kumar author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal lichtarge-etal-2020-data 10.1162/tacl_a_00336 https://aclanthology.org/2020.tacl-1.41/ 2020 8 634 646 The Return of Lexical Dependencies: Neural Lexicalized PCFGs Hao Zhu author Yonatan Bisk author Graham Neubig author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhu-etal-2020-return 10.1162/tacl_a_00337 https://aclanthology.org/2020.tacl-1.42/ 2020 8 647 661 Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo author Alastair Roberts author Johannes Welbl author Sebastian Riedel author Pontus Stenetorp author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal bartolo-etal-2020-beat 10.1162/tacl_a_00338 https://aclanthology.org/2020.tacl-1.43/ 2020 8 662 678 Sketch-Driven Regular Expression Generation from Natural Language and Examples Xi Ye author Qiaochu Chen author Xinyu Wang author Isil Dillig author Greg Durrett author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ye-etal-2020-sketch 10.1162/tacl_a_00339 https://aclanthology.org/2020.tacl-1.44/ 2020 8 679 694 Consistent Transcription and Translation of Speech Matthias Sperber author Hendra Setiawan author Christian Gollan author Udhyakumar Nallasamy author Matthias Paulik author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sperber-etal-2020-consistent 10.1162/tacl_a_00340 https://aclanthology.org/2020.tacl-1.45/ 2020 8 695 709 Synthesizing Parallel Data of User-Generated Texts with Zero-Shot Neural Machine Translation Benjamin Marie author Atsushi Fujita author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal marie-fujita-2020-synthesizing 10.1162/tacl_a_00341 https://aclanthology.org/2020.tacl-1.46/ 2020 8 710 725 Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu author Jiatao Gu author Naman Goyal author Xian Li author Sergey Edunov author Marjan Ghazvininejad author Mike Lewis author Luke Zettlemoyer author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal liu-etal-2020-multilingual-denoising 10.1162/tacl_a_00343 https://aclanthology.org/2020.tacl-1.47/ 2020 8 726 742 oLMpics-On What Language Model Pre-training Captures Alon Talmor author Yanai Elazar author Yoav Goldberg author Jonathan Berant author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal talmor-etal-2020-olmpics 10.1162/tacl_a_00342 https://aclanthology.org/2020.tacl-1.48/ 2020 8 743 758 Interactive Text Ranking with Bayesian Optimization: A Case Study on Community QA and Summarization Edwin Simpson author Yang Gao author Iryna Gurevych author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal simpson-etal-2020-interactive 10.1162/tacl_a_00344 https://aclanthology.org/2020.tacl-1.49/ 2020 8 759 775 Syntactic Structure Distillation Pretraining for Bidirectional Encoders Adhiguna Kuncoro author Lingpeng Kong author Daniel Fried author Dani Yogatama author Laura Rimell author Chris Dyer author Phil Blunsom author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kuncoro-etal-2020-syntactic 10.1162/tacl_a_00345 https://aclanthology.org/2020.tacl-1.50/ 2020 8 776 794 Best-First Beam Search Clara Meister author Tim Vieira author Ryan Cotterell author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal meister-etal-2020-best 10.1162/tacl_a_00346 https://aclanthology.org/2020.tacl-1.51/ 2020 8 795 809 Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining Ananya B Sai author Akash Kumar Mohankumar author Siddhartha Arora author Mitesh M Khapra author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sai-etal-2020-improving 10.1162/tacl_a_00347 https://aclanthology.org/2020.tacl-1.52/ 2020 8 810 827 Unsupervised Bitext Mining and Translation via Self-Trained Contextual Embeddings Phillip Keung author Julian Salazar author Yichao Lu author Noah A Smith author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal keung-etal-2020-unsupervised 10.1162/tacl_a_00348 https://aclanthology.org/2020.tacl-1.53/ 2020 8 828 841 A Primer in BERTology: What We Know About How BERT Works Anna Rogers author Olga Kovaleva author Anna Rumshisky author 2020 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal rogers-etal-2020-primer 10.1162/tacl_a_00349 https://aclanthology.org/2020.tacl-1.54/ 2020 8 842 866