Annotation Artifacts in Natural Language Inference Data

6 March 2018

Papers citing "Annotation Artifacts in Natural Language Inference Data"

50 / 783 papers shown

Title
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 36 220 0 10 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 37 167 0 02 Feb 2020
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Kyle Richardson Ashish Sabharwal 27 45 0 31 Dec 2019
Adversarial Analysis of Natural Language Inference Systems Tiffany Chien Jugal Kalita AAML 39 12 0 07 Dec 2019
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 8 1,639 0 26 Nov 2019
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets Saku Sugawara Pontus Stenetorp Kentaro Inui Akiko Aizawa 14 86 0 21 Nov 2019
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 16 1,200 0 20 Nov 2019
An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Takuma Udagawa Akiko Aizawa 14 9 0 18 Nov 2019
Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text Ian Porada Kaheer Suleman Jackie C.K. Cheung 43 13 0 13 Nov 2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi Veronika Thost S. Patel Spencer Whitehead Ibrahim Abdelaziz ... R. Chulaka Gunasekara B. Makni Nicholas Mattei Kartik Talamadupula Achille Fokoue 42 45 0 05 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives Abhilasha Ravichander A. Black Shomir Wilson Thomas B. Norton Norman M. Sadeh AILaw 30 105 0 03 Nov 2019
Posing Fair Generalization Tasks for Natural Language Inference Atticus Geiger Ignacio Cases L. Karttunen Christopher Potts 25 48 0 03 Nov 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever Pride Kavumba Naoya Inoue Benjamin Heinzerling Keshav Singh Paul Reisert Kentaro Inui 21 51 0 01 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 980 0 31 Oct 2019
What does BERT Learn from Multiple-Choice Reading Comprehension Datasets? Chenglei Si Shuohang Wang Min-Yen Kan Jing Jiang 45 53 0 28 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 28 777 0 25 Oct 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 19 37 0 21 Oct 2019
MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Hai Hu Qi Chen Kyle Richardson A. Mukherjee L. Moss Sandra Kübler 25 41 0 19 Oct 2019
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations Oana-Maria Camburu Brendan Shillingford Pasquale Minervini Thomas Lukasiewicz Phil Blunsom AAML GAN 13 96 0 07 Oct 2019
Learning De-biased Representations with Biased Representations Hyojin Bahng Sanghyuk Chun Sangdoo Yun Jaegul Choo Seong Joon Oh OOD 312 276 0 07 Oct 2019
Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods Oana-Maria Camburu Eleonora Giunchiglia Jakob N. Foerster Thomas Lukasiewicz Phil Blunsom FAtt AAML 31 60 0 04 Oct 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 28 562 0 26 Sep 2019
Visuallly Grounded Generation of Entailments from Premises Somayeh Jafaritazehjani Albert Gatt Marc Tanti LRM 27 1 0 21 Sep 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models Eric Wallace Jens Tuyls Junlin Wang Sanjay Subramanian Matt Gardner Sameer Singh MILM 28 137 0 19 Sep 2019
Improving Generalization by Incorporating Coverage in Natural Language Inference N. Moosavi Prasetya Ajie Utama Andreas Rucklé Iryna Gurevych NAI 17 4 0 19 Sep 2019
Probing Natural Language Inference Models through Semantic Fragments Kyle Richardson Hai Hu L. Moss Ashish Sabharwal 19 148 0 16 Sep 2019
End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson 30 174 0 13 Sep 2019
Analyzing machine-learned representations: A natural language case study Ishita Dasgupta Demi Guo S. Gershman Noah D. Goodman NAI 18 13 0 12 Sep 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models Ethan Perez Siddharth Karamcheti Rob Fergus Jason Weston Douwe Kiela Kyunghyun Cho RALM 33 37 0 12 Sep 2019
What do Deep Networks Like to Read? Jonas Pfeiffer Aishwarya Kamath Iryna Gurevych Sebastian Ruder 24 3 0 10 Sep 2019
Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu Tiejun Zhao 14 3 0 10 Sep 2019
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Christopher Clark Mark Yatskar Luke Zettlemoyer OOD 31 460 0 09 Sep 2019
Uncertain Natural Language Inference Tongfei Chen Zhengping Jiang Adam Poliak Keisuke Sakaguchi Benjamin Van Durme UQLM 16 57 0 06 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 242 0 06 Sep 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 20 99 0 04 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 32 447 0 31 Aug 2019
Knowledge Enhanced Attention for Robust Natural Language Inference Alexander Hanbo Li A. Sethy 25 11 0 31 Aug 2019
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual He He Sheng Zha Haohan Wang 22 197 0 28 Aug 2019
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 14 167 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 17 222 0 23 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 22 361 0 23 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Xia Hu FaML FedML 15 229 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 242 321 0 21 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 60 839 0 20 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 32 199 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 16 26 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 10 172 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 25 452 0 15 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 36 209 0 14 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding Daniel Khashabi LRM 36 11 0 14 Aug 2019