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cs.CL2026
LLMs Infer Cultural Context but Fail to Apply It When Responding
Yisong Miao, Jian Zhu, Vered Shwartz
Recent work has shown that LLMs overrepresent dominant cultures, particularly Western ones, while marginalizing others. We investigate whether this affects models' ability to gener…
cs.CL2025
Discursive Circuits: How Do Language Models Understand Discourse Relations?
Yisong Miao, Min-Yen Kan
Which components in transformer language models are responsible for discourse understanding? We hypothesize that sparse computational graphs, termed as discursive circuits, control…
cs.CL2022
Comparative Snippet Generation
Saurabh Jain, Yisong Miao, Min-Yen Kan
We model product reviews to generate comparative responses consisting of positive and negative experiences regarding the product. Specifically, we generate a single-sentence, compa…