most citedCan Distillation Mitigate Backdoor Attacks in Pre-trained Encoders?

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cs.CL2025

Debiasing LLMs by Masking Unfairness-Driving Attention Heads

Tingxu Han, Wei Song, Ziqi Ding +6

Large language models (LLMs) increasingly mediate decisions in domains where unfair treatment of demographic groups is unacceptable. Existing work probes when biased outputs appear…

cs.CL2025

Token-Budget-Aware LLM Reasoning

Tingxu Han, Zhenting Wang, Chunrong Fang +3

Reasoning is critical for large language models (LLMs) to excel in a wide range of tasks. While methods like Chain-of-Thought (CoT) reasoning and enhance LLM performance by decompo…