Post-hoc modification of NLP systems (such as QA systems and general-purpose LLMs) with human knowledge (such as user feedback and natural language rules).
Publications
Zichao Li, Ines Arous, Siva Reddy, Jackie Chi Kit Cheung. Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness. Findings of EMNLP 2023.
Zichao Li, Prakhar Sharma, Xing Han Lu, Jackie Chi Kit Cheung, Siva Reddy. Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment. Findings of ACL 2022.