Papers by Shiwei Hong
Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Humor Generation (2026.findings-acl)
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| Challenge: | Existing studies on the use of multi-turn interaction and feedback for LLM writing focus on prompts and localized feedback. |
| Approach: | They build a controlled multi-agent sandbox that instantiates a small standup comedy community and allows it to manipu-late whether public reception is generated, logged, and fed back into later rounds. |
| Outcome: | The proposed model improves craft/clarity and social response with occasional increases in aggressive humor. |
Variational Language Concepts for Interpreting Foundation Language Models (2024.findings-emnlp)
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| Challenge: | Foundation Language Models (FLMs) have achieved remarkable success in natural language processing. |
| Approach: | They propose a variational Bayesian framework to provide word-level interpretations for FLMs . they propose valc to find optimal language concepts to interpret FLM predictions . |
| Outcome: | Empirical results show that the proposed framework can provide conceptual interpretations for foundation language models. |