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Annotation Artifacts in Natural Language Inference Data

6 March 2018

Papers citing "Annotation Artifacts in Natural Language Inference Data"

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Title
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual He He Sheng Zha Haohan Wang 88 199 0 28 Aug 2019
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 105 174 0 25 Aug 2019
Well-Read Students Learn Better: On the Importance of Pre-training Compact Models Iulia Turc Ming-Wei Chang Kenton Lee Kristina Toutanova 71 225 0 23 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 113 367 0 23 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Helen Zhou FaML FedML 66 234 0 23 Aug 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 338 326 0 21 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 120 878 0 20 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 91 211 0 16 Aug 2019
Sketch-Driven Regular Expression Generation from Natural Language and Examples Xi Ye Qiaochu Chen Xinyu Wang Işıl Dillig Greg Durrett NAI 68 27 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 82 174 0 16 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 119 464 0 15 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 115 212 0 14 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding Daniel Khashabi LRM 57 11 0 14 Aug 2019
Learning Credible Deep Neural Networks with Rationale Regularization Mengnan Du Ninghao Liu Fan Yang Helen Zhou FaML 103 46 0 13 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 76 71 0 12 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia Ekapol Chuangsuwanich Tawunrat Chalothorn P. Vateekul 74 5 0 04 Aug 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 99 223 0 24 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 141 136 0 22 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 116 455 0 17 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Basel Alomair OODD 287 1,486 0 16 Jul 2019
On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush AAML 78 71 0 09 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 84 95 0 09 Jul 2019
Investigating Biases in Textual Entailment Datasets Shawn Tan Songlin Yang Chin-Wei Huang Aaron Courville 61 8 0 23 Jun 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand Yonatan Belinkov 108 68 0 20 Jun 2019
Can neural networks understand monotonicity reasoning? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos LRM 67 81 0 15 Jun 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study Chinnadhurai Sankar Sandeep Subramanian C. Pal A. Chandar Yoshua Bengio 75 121 0 04 Jun 2019
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference Martin Schmitt Hinrich Schütze 86 14 0 04 Jun 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 345 1,562 0 24 May 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 208 2,534 0 19 May 2019
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets Guanhua Zhang Bing Bai Jian Liang Kun Bai Shiyu Chang Mo Yu Conghui Zhu Tiejun Zhao 79 27 0 15 May 2019
Misleading Failures of Partial-input Baselines Shi Feng Eric Wallace Jordan L. Boyd-Graber 35 0 0 14 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 67 1 0 10 May 2019
HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos 78 62 0 27 Apr 2019
Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference Tianda Li Xiao-Dan Zhu Quan Liu Qian Chen Zhigang Chen Si Wei 81 17 0 27 Apr 2019
Generating Token-Level Explanations for Natural Language Inference James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal LRM 88 57 0 24 Apr 2019
Understanding Roles and Entities: Datasets and Models for Natural Language Inference Arindam Mitra Ishan Shrivastava Chitta Baral 78 2 0 22 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 67 50 0 09 Apr 2019
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense Michael Chen Mike DÁrcy Alisa Liu Jared Fernandez Doug Downey ELM CML 18 1 0 08 Apr 2019
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets Nelson F. Liu Roy Schwartz Noah A. Smith AAML 107 106 0 04 Apr 2019
Composition of Sentence Embeddings:Lessons from Statistical Relational Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller CoGe AI4TS 40 0 0 04 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 98 132 0 02 Apr 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 94 69 0 28 Mar 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 77 26 0 13 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 123 967 0 01 Mar 2019
Saliency Learning: Teaching the Model Where to Pay Attention Reza Ghaeini Xiaoli Z. Fern Hamed Shahbazi Prasad Tadepalli FAtt XAI 102 31 0 22 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 157 1,243 0 04 Feb 2019
Human acceptability judgements for extractive sentence compression Abram Handler Brian Dillon Brendan O'Connor 33 2 0 01 Feb 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 127 327 0 20 Jan 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Abhilasha Ravichander Aakanksha Naik Carolyn Rose Eduard H. Hovy AIMat ELM 71 85 0 11 Jan 2019
Team Papelo: Transformer Networks at FEVER Christopher Malon 89 43 0 08 Jan 2019