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behavioral testing

19 papers

Papers

DeVisE: Towards the Behavioral Testing of Medical Large Language Models EACL 2026 Large Language Models Often Say One Thing and Do Another ICLR 2025 Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024 Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NeurIPS 2024 SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024 Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness NAACL 2024 A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023 Automating Behavioral Testing in Machine Translation EMNLP 2023 Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features ACL 2023 Towards General Error Diagnosis via Behavioral Testing in Machine Translation EMNLP 2023 Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022 Measuring CLEVRness: Black-box Testing of Visual Reasoning Models ICLR 2022 SALTED: A Framework for SAlient Long-tail Translation Error Detection EMNLP 2022 UKP-SQUARE: An Online Platform for Question Answering Research ACL 2022 What Do You See in this Patient? Behavioral Testing of Clinical NLP Models NAACL 2022 A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist EACL 2021 Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract) IJCAI 2021 Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ACL 2021 Beyond Accuracy: Behavioral Testing of NLP Models with CheckList ACL 2020