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Papers
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
EMNLP 2025
A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language
NAACL 2024
Distillation with Explanations from Large Language Models
COLING 2024
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
ACL 2024
BiasX: “Thinking Slow” in Toxic Content Moderation with Explanations of Implied Social Biases
EMNLP 2023
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination
EMNLP 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues
ACL 2023
A Report on the FigLang 2022 Shared Task on Understanding Figurative Language
EMNLP 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
ACL 2022
Human Ratings Do Not Reflect Downstream Utility: A Study of Free-Text Explanations for Model Predictions
EMNLP 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations
NAACL 2022