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A Functional Information Perspective on Model Interpretation.

, , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7266-7278. PMLR, (2022)

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A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training., , , and . ACL (1), page 14632-14659. Association for Computational Linguistics, (2023)The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth., , , , , , and . NAACL-HLT, page 2040-2079. Association for Computational Linguistics, (2024)A Functional Information Perspective on Model Interpretation., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 7266-7278. PMLR, (2022)DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation., , , and . ACL (1), page 7727-7746. Association for Computational Linguistics, (2022)From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry., , , , and . CIKM, page 4114-4124. ACM, (2021)Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals., , , , , and . ICLR, OpenReview.net, (2024)Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals., , , , , and . CoRR, (2023)A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images., , , , , and . CoRR, (2023)On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs., and . CoRR, (2024)