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Papers
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models’ Posteriors
NAACL 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference
COLING 2025
Analyzing Dynamic Adversarial Training Data in the Limit
ACL 2022
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
AAAI 2022
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference
EMNLP 2022
Changing the World by Changing the Data
ACL 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain
ACL 2021
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data
EMNLP 2020
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
New Protocols and Negative Results for Textual Entailment Data Collection
EMNLP 2020
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason
ACL 2020
Evaluating BERT for natural language inference: A case study on the CommitmentBank
EMNLP 2019
Misleading Failures of Partial-input Baselines
ACL 2019
Annotation Artifacts in Natural Language Inference Data
NAACL 2018