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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
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning Vivek Gupta Riyaz Ahmad Bhat Atreya Ghosal Manisha Srivastava M. Singh Vivek Srikumar LMTD 63 18 0 02 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 135 168 0 27 Jul 2021
Greedy Gradient Ensemble for Robust Visual Question Answering Xinzhe Han Shuhui Wang Chi Su Qingming Huang Q. Tian 65 78 0 27 Jul 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 124 44 0 24 Jul 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 107 19 0 21 Jul 2021
Just Train Twice: Improving Group Robustness without Training Group Information Emmy Liu Behzad Haghgoo Annie S. Chen Aditi Raghunathan Pang Wei Koh Shiori Sagawa Percy Liang Chelsea Finn OOD 118 563 0 19 Jul 2021
The Benchmark Lottery Mostafa Dehghani Yi Tay A. Gritsenko Zhe Zhao N. Houlsby Fernando Diaz Donald Metzler Oriol Vinyals 117 92 0 14 Jul 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Siddharth Karamcheti Ranjay Krishna Li Fei-Fei Christopher D. Manning 96 92 0 06 Jul 2021
Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models Mingyue Han Yinglin Wang LRM 72 11 0 05 Jul 2021
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models Riza Ozccelik Alperen Baug Berk Atil Melih Barsbey Arzucan Özgür Elif Özkirimli AI4CE 44 0 0 04 Jul 2021
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 86 47 0 01 Jul 2021
Combining Feature and Instance Attribution to Detect Artifacts Pouya Pezeshkpour Sarthak Jain Sameer Singh Byron C. Wallace TDI 120 42 0 01 Jul 2021
PALRACE: Reading Comprehension Dataset with Human Data and Labeled Rationales Jiajie Zou Yuran Zhang Peiqing Jin Cheng Luo Xunyi Pan Nai Ding FaML 111 5 0 23 Jun 2021
Element Intervention for Open Relation Extraction Liu Fangchao Lingyong Yan Hongyu Lin Xianpei Han Le Sun LRM 51 22 0 17 Jun 2021
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Wenpeng Yin Dragomir R. Radev Caiming Xiong HILM 82 98 0 17 Jun 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 82 13 0 14 Jun 2021
Examining and Combating Spurious Features under Distribution Shift Chunting Zhou Xuezhe Ma Paul Michel Graham Neubig OOD 89 68 0 14 Jun 2021
Semi-supervised Active Regression Fnu Devvrit Nived Rajaraman Pranjal Awasthi 112 0 0 12 Jun 2021
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson DRL 71 76 0 10 Jun 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog Lianhui Qin Aditya Gupta Shyam Upadhyay Luheng He Yejin Choi Manaal Faruqui LRM 98 72 0 08 Jun 2021
Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference Hai Hu He Zhou Zuoyu Tian Yiwen Zhang Yina Ma Yanting Li Yixin Nie Kyle Richardson 61 11 0 07 Jun 2021
Generating Hypothetical Events for Abductive Inference Debjit Paul Anette Frank ReLM LRM 60 7 0 07 Jun 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain Christine Herlihy Rachel Rudinger 54 25 0 02 Jun 2021
Posthoc Verification and the Fallibility of the Ground Truth Yifan Ding Nicholas Botzer Tim Weninger 54 5 0 02 Jun 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation C. Chang George Adam Anna Goldenberg OOD CML 66 32 0 02 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 98 59 0 02 Jun 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study Divyansh Kaushik Douwe Kiela Zachary Chase Lipton Wen-tau Yih AAML 70 35 0 02 Jun 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? Nikita Nangia Saku Sugawara H. Trivedi Alex Warstadt Clara Vania Sam Bowman 136 36 0 01 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning Deepanway Ghosal Pengfei Hong Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 86 23 0 01 Jun 2021
Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models Linjie Li Jie Lei Zhe Gan Jingjing Liu AAML VLM 112 75 0 01 Jun 2021
Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests Victor Veitch Alexander DÁmour Steve Yadlowsky Jacob Eisenstein OOD 82 93 0 31 May 2021
On the Interplay Between Fine-tuning and Composition in Transformers Lang-Chi Yu Allyson Ettinger 77 14 0 31 May 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning Zeming Chen Qiyue Gao Lawrence S. Moss FedML NAI 74 42 0 29 May 2021
Changing the World by Changing the Data Anna Rogers 76 73 0 28 May 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 53 5 0 26 May 2021
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models Jieyu Lin Jiajie Zou Nai Ding AAML 81 45 0 24 May 2021
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking Zhiyi Ma Kawin Ethayarajh Tristan Thrush Somya Jain Ledell Yu Wu Robin Jia Christopher Potts Adina Williams Douwe Kiela ELM 115 59 0 21 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 121 198 0 20 May 2021
Automatic Fake News Detection: Are Models Learning to Reason? Casper Hansen Christian B. Hansen Lucas Chaves Lima 61 13 0 17 May 2021
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues Qingxiu Dong Ziwei Qin Heming Xia Tian Feng Shoujie Tong ... Weidong Zhan Sujian Li Zhongyu Wei Tianyu Liu Zuifang Sui LRM 64 11 0 15 May 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation Ahmad Rashid Vasileios Lioutas Mehdi Rezagholizadeh AAML 91 37 0 12 May 2021
Explanation-Based Human Debugging of NLP Models: A Survey Piyawat Lertvittayakumjorn Francesca Toni LRM 145 79 0 30 Apr 2021
Learning to Learn to be Right for the Right Reasons Pride Kavumba Benjamin Heinzerling Ana Brassard Kentaro Inui OOD ReLM LRM 49 4 0 23 Apr 2021
Sensitivity as a Complexity Measure for Sequence Classification Tasks Michael Hahn Dan Jurafsky Richard Futrell 197 22 0 21 Apr 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada Kaheer Suleman Adam Trischler Jackie C.K. Cheung 151 20 0 20 Apr 2021
Hidden Biases in Unreliable News Detection Datasets Xiang Zhou Heba Elfardy Christos Christodoulopoulos Thomas Butler Joey Tianyi Zhou 44 16 0 20 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 317 33 0 18 Apr 2021
Generative Context Pair Selection for Multi-hop Question Answering Dheeru Dua Cicero Nogueira dos Santos Patrick Ng Ben Athiwaratkun Bing Xiang Matt Gardner Sameer Singh LRM 30 2 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 160 74 0 18 Apr 2021
PaCo: Preconditions Attributed to Commonsense Knowledge Ehsan Qasemi Filip Ilievski Muhao Chen Pedro A. Szekely LRM 43 11 0 18 Apr 2021