Do LLM Self-Explanations Help Users Predict Model Behavior? Evaluating Counterfactual Simulatability with Pragmatic Perturbations.

Pingjun Hong

Pingjun Hong Benjamin Roth 0001 Do LLM Self-Explanations Help Users Predict Model Behavior? Evaluating Counterfactual Simulatability with Pragmatic Perturbations. 2026 January abs/2601.03775 CoRR https://doi.org/10.48550/arXiv.2601.03775 db/journals/corr/corr2601.html#abs-2601-03775 streams/journals/corr

Longfei Zuo Pingjun Hong Oliver Kraus Barbara Plank Robert Litschko Evaluating Large Language Models for Cross-Lingual Retrieval. EMNLP (Findings) 2025 11415-11429 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.612/ db/conf/emnlp/emnlp2025f.html#ZuoHKPL25 streams/conf/emnlp Pingjun Hong Beiduo Chen Siyao Peng Marie-Catherine de Marneffe Barbara Plank LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference. 34065-34085 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1728 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#HongCPMP25 streams/conf/emnlp

Pingjun Hong Beiduo Chen Siyao Peng Marie-Catherine de Marneffe Barbara Plank LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference. 2025 May abs/2505.22848 CoRR https://doi.org/10.48550/arXiv.2505.22848 db/journals/corr/corr2505.html#abs-2505-22848 streams/journals/corr

Longfei Zuo Pingjun Hong Oliver Kraus Barbara Plank Robert Litschko Evaluating Large Language Models for Cross-Lingual Retrieval. 2025 September abs/2509.14749 CoRR https://doi.org/10.48550/arXiv.2509.14749 db/journals/corr/corr2509.html#abs-2509-14749 streams/journals/corr

Pingjun Hong Beiduo Chen Siyao Peng Marie-Catherine de Marneffe Benjamin Roth 0001 Barbara Plank Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations. 2025 October abs/2510.16458 CoRR https://doi.org/10.48550/arXiv.2510.16458 db/journals/corr/corr2510.html#abs-2510-16458 streams/journals/corr

Zihang Sun Danqi Yan Anyi Wang Tanalp Agustoslu Qi Feng Chengzhi Hu Longfei Zuo Shijia Zhou Hermine Kleiner Pingjun Hong LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI. 1577-1583 2024 SemEval@NAACL https://doi.org/10.18653/v1/2024.semeval-1.224 conf/semeval/2024 db/conf/semeval/semeval2024.html#SunYWAFHZZKH24 streams/conf/semeval Tanalp Agustoslu Beiduo Chen Qi Feng Chengzhi Hu Hermine Kleiner Oliver Kraus Robert Litschko Marie-Catherine de Marneffe Siyao Peng Barbara Plank Benjamin Roth 0001 Zihang Sun Anyi Wang Danqi Yan Shijia Zhou Longfei Zuo