Adversarial Filters of Dataset Biases

10 February 2020

Yejin Choi

Papers citing "Adversarial Filters of Dataset Biases"

20 / 170 papers shown

Title
Counterfactual Variable Control for Robust and Interpretable Question Answering S. Yu Yulei Niu Shuohang Wang Jing Jiang Qianru Sun AAML OOD 31 9 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 22 118 0 12 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 18 22 0 08 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 8 17 0 07 Oct 2020
Towards Debiasing NLU Models from Unknown Biases Prasetya Ajie Utama N. Moosavi Iryna Gurevych 8 153 0 25 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 8 428 0 22 Sep 2020
DQI: A Guide to Benchmark Evaluation Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 22 8 0 10 Aug 2020
Our Evaluation Metric Needs an Update to Encourage Generalization Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 19 16 0 14 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 15 524 0 01 Jul 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic R. Batista-Navarro ELM 14 18 0 29 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 14 66 0 26 May 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 144 368 0 09 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 14 30 0 02 May 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 11 91 0 24 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 6 14 0 07 Apr 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Mohit Bansal Jason Weston Douwe Kiela 8 972 0 31 Oct 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 235 319 0 21 Aug 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 15 201 0 24 Jul 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 574 0 02 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018