Annotation Artifacts in Natural Language Inference Data

6 March 2018

Papers citing "Annotation Artifacts in Natural Language Inference Data"

50 / 783 papers shown

Title
Learning Credible Deep Neural Networks with Rationale Regularization Mengnan Du Ninghao Liu Fan Yang Xia Hu FaML 31 46 0 13 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 24 67 0 12 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia Ekapol Chuangsuwanich Tawunrat Chalothorn P. Vateekul 23 5 0 04 Aug 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 25 202 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 25 132 0 22 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 45 453 0 17 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 95 1,428 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 45 69 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 27 94 0 09 Jul 2019
Investigating Biases in Textual Entailment Datasets Shawn Tan Songlin Yang Chin-Wei Huang Aaron Courville 27 8 0 23 Jun 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand Yonatan Belinkov 21 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 30 80 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 6 121 0 04 Jun 2019
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference Martin Schmitt Hinrich Schütze 21 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 96 1,413 0 24 May 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 35 2,250 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 17 27 0 15 May 2019
Misleading Failures of Partial-input Baselines Shi Feng Eric Wallace Jordan L. Boyd-Graber 33 0 0 14 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 21 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 11 61 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 30 17 0 27 Apr 2019
Generating Token-Level Explanations for Natural Language Inference James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal LRM 25 57 0 24 Apr 2019
Understanding Roles and Entities: Datasets and Models for Natural Language Inference Arindam Mitra Ishan Shrivastava Chitta Baral 28 2 0 22 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 20 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 11 1 0 08 Apr 2019
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets Nelson F. Liu Roy Schwartz Noah A. Smith AAML 31 104 0 04 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 21 128 0 02 Apr 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 24 69 0 28 Mar 2019
Adversarial attacks against Fact Extraction and VERification James Thorne Andreas Vlachos FedML AAML 16 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 35 915 0 01 Mar 2019
Saliency Learning: Teaching the Model Where to Pay Attention Reza Ghaeini Xiaoli Z. Fern Hamed Shahbazi Prasad Tadepalli FAtt XAI 29 30 0 22 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 69 1,214 0 04 Feb 2019
Human acceptability judgements for extractive sentence compression Abram Handler Brian Dillon Brendan O'Connor 24 2 0 01 Feb 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 53 322 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 19 85 0 11 Jan 2019
Team Papelo: Transformer Networks at FEVER Christopher Malon 19 43 0 08 Jan 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 39 547 0 21 Dec 2018
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 287 623 0 04 Dec 2018
Non-entailed subsequences as a challenge for natural language inference R. Thomas McCoy Tal Linzen 19 18 0 29 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 58 867 0 27 Nov 2018
Visual Entailment Task for Visually-Grounded Language Learning Ning Xie Farley Lai Derek Doran Asim Kadav 23 53 0 26 Nov 2018
Analyzing Compositionality-Sensitivity of NLI Models Yixin Nie Yicheng Wang Joey Tianyi Zhou CoGe 24 82 0 16 Nov 2018
Blindfold Baselines for Embodied QA Ankesh Anand Eugene Belilovsky Kyle Kastner Hugo Larochelle Aaron Courville 32 44 0 12 Nov 2018
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG P. Trichelair Ali Emami Adam Trischler Kaheer Suleman Jackie C.K. Cheung LRM 6 43 0 05 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 37 1,613 0 02 Nov 2018
Dialogue Natural Language Inference Sean Welleck Jason Weston Arthur Szlam Kyunghyun Cho HILM 34 250 0 01 Nov 2018
Shifting the Baseline: Single Modality Performance on Visual Navigation & QA Jesse Thomason Daniel Gordon Yonatan Bisk 31 75 0 01 Nov 2018
Stress-Testing Neural Models of Natural Language Inference with Multiply-Quantified Sentences Atticus Geiger Ignacio Cases L. Karttunen Christopher Potts 19 25 0 30 Oct 2018
Teaching Syntax by Adversarial Distraction Juho Kim Christopher Malon Asim Kadav 32 6 0 25 Oct 2018
Testing the Generalization Power of Neural Network Models Across NLI Benchmarks Aarne Talman S. Chatzikyriakidis ELM 16 48 0 23 Oct 2018