作者位次 #4/9ACL 2026Poster· Natural Language Processing
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM -based Multilingual Counterfactual Example Generation
Qianli Wang · Van Bach Nguyen · Yihong Liu · Fedor Splitt · Nils Feldhus · Christin Seifert · Hinrich Schuetze · Sebastian Möller · Vera Schmitt
摘要
Counterfactuals refer to minimally edited inputs that cause a model’s prediction to change, serving as a promising approach to explaining the model’s behavior. Large language models (LLMs) excel at generating English counterfactuals and demonstrate multilingual proficiency. However, their effecti...