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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
AI and the Everything in the Whole Wide World Benchmark Inioluwa Deborah Raji Emily M. Bender Amandalynne Paullada Emily L. Denton A. Hanna 100 314 0 26 Nov 2021
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification Jasmijn Bastings Sebastian Ebert Polina Zablotskaia Anders Sandholm Katja Filippova 150 78 0 14 Nov 2021
Extracting and filtering paraphrases by bridging natural language inference and paraphrasing Matej Klemen Marko Robnik-Šikonja 18 2 0 13 Nov 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 77 2 0 09 Nov 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods Ruibin Xiong Yimeng Chen Liang Pang Xueqi Chen Yanyan Lan 50 21 0 07 Nov 2021
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 94 60 0 01 Nov 2021
IndoNLI: A Natural Language Inference Dataset for Indonesian Rahmad Mahendra Alham Fikri Aji Samuel Louvan Fahrurrozi Rahman Clara Vania 70 32 0 27 Oct 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 114 31 0 27 Oct 2021
Perceptual Score: What Data Modalities Does Your Model Perceive? Itai Gat Idan Schwartz Alex Schwing 96 31 0 27 Oct 2021
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark Pritish Sahu Karan Sikka Ajay Divakaran 47 1 0 22 Oct 2021
Schrödinger's Tree -- On Syntax and Neural Language Models Artur Kulmizev Joakim Nivre 70 6 0 17 Oct 2021
Analyzing Dynamic Adversarial Training Data in the Limit Eric Wallace Adina Williams Robin Jia Douwe Kiela 273 31 0 16 Oct 2021
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding Mengnan Du Subhabrata Mukherjee Yu Cheng Milad Shokouhi Helen Zhou Ahmed Hassan Awadallah 99 13 0 16 Oct 2021
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining Andreas Madsen Nicholas Meade Vaibhav Adlakha Siva Reddy 154 37 0 15 Oct 2021
Training Dynamics for Text Summarization Models Tanya Goyal Jiacheng Xu Junjie Li Greg Durrett 135 32 0 15 Oct 2021
Combining Diverse Feature Priors Saachi Jain Dimitris Tsipras Aleksander Madry 113 14 0 15 Oct 2021
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Peter West Chandrasekhar Bhagavatula Jack Hessel Jena D. Hwang Liwei Jiang Ronan Le Bras Ximing Lu Sean Welleck Yejin Choi SyDa 143 333 0 14 Oct 2021
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai James Henderson 38 2 0 13 Oct 2021
Disentangled Sequence to Sequence Learning for Compositional Generalization Hao Zheng Mirella Lapata CoGe DRL 92 39 0 09 Oct 2021
A Few More Examples May Be Worth Billions of Parameters Yuval Kirstain Patrick Lewis Sebastian Riedel Omer Levy 127 21 0 08 Oct 2021
A Logic-Based Framework for Natural Language Inference in Dutch Lasha Abzianidze Konstantinos Kogkalidis 68 2 0 07 Oct 2021
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han Yulia Tsvetkov TDI 102 31 0 07 Oct 2021
Focus on the Common Good: Group Distributional Robustness Follows Vihari Piratla Praneeth Netrapalli Sunita Sarawagi OOD 92 26 0 06 Oct 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics Prajjwal Bhargava Aleksandr Drozd Anna Rogers 159 108 0 04 Oct 2021
CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models Minwoo Lee Seungpil Won Juae Kim Hwanhee Lee Cheoneum Park Kyomin Jung 103 30 0 30 Sep 2021
MINIMAL: Mining Models for Data Free Universal Adversarial Triggers Swapnil Parekh Yaman Kumar Singla Somesh Singh Changyou Chen Balaji Krishnamurthy R. Shah AAML 49 3 0 25 Sep 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 76 10 0 24 Sep 2021
ParaShoot: A Hebrew Question Answering Dataset Omri Keren Omer Levy 95 17 0 23 Sep 2021
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles Yunxiang Zhang Xiaojun Wan 115 12 0 23 Sep 2021
Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis Saif M. Mohammad 76 72 0 17 Sep 2021
Comparing Text Representations: A Theory-Driven Approach Gregory Yauney David M. Mimno 77 7 0 15 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 34 1 0 15 Sep 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 108 23 0 10 Sep 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible Michael J. Mendelson Yonatan Belinkov 93 23 0 09 Sep 2021
Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference Xiaoyu Yang Xiao-Dan Zhu Zhan Shi Tianda Li SSL 54 1 0 08 Sep 2021
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 263 614 0 07 Sep 2021
End-to-End Self-Debiasing Framework for Robust NLU Training Abbas Ghaddar Philippe Langlais Mehdi Rezagholizadeh Ahmad Rashid UQCV 74 38 0 05 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 87 87 0 03 Sep 2021
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder Katherine A. Keith Emaad A. Manzoor Reid Pryzant Dhanya Sridhar ... Roi Reichart Margaret E. Roberts Brandon M Stewart Victor Veitch Diyi Yang CML 118 246 0 02 Sep 2021
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Hossein Amirkhani Mohammad Taher Pilehvar 52 5 0 01 Sep 2021
It's not Rocket Science : Interpreting Figurative Language in Narratives Tuhin Chakrabarty Yejin Choi Vered Shwartz 97 58 0 31 Aug 2021
A Generative Approach for Mitigating Structural Biases in Natural Language Inference Dimion Asael Zachary M. Ziegler Yonatan Belinkov 41 8 0 31 Aug 2021
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification Peiyi Wang Runxin Xu Tianyu Liu Damai Dai Baobao Chang Zhifang Sui 75 16 0 29 Aug 2021
HeadlineCause: A Dataset of News Headlines for Detecting Causalities I. Gusev Alexey Tikhonov CML 76 9 0 28 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 117 498 0 26 Aug 2021
Contextualizing Variation in Text Style Transfer Datasets S. Schoch Wanyu Du Yangfeng Ji 64 5 0 17 Aug 2021
BloomNet: A Robust Transformer based model for Bloom's Learning Outcome Classification Abdul Waheed Muskan Goyal Nimisha Mittal Deepak Gupta Ashish Khanna Moolchand Sharma 35 10 0 16 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 137 100 0 15 Aug 2021
LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching Kun Zhang Guangyi Lv Le Wu Enhong Chen Qi Liu Meng Wang 61 6 0 06 Aug 2021
TabPert: An Effective Platform for Tabular Perturbation Nupur Jain Vivek Gupta Anshul Rai G. Kumar LMTD 53 5 0 02 Aug 2021