5 citations · 5 across the 8 of their papers we have counts for
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cs.CL2024
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings
Hong Liu, Yitong Lu
This paper presents a novel method to improve the robustness of foundation models to group-based biases. We propose a simple yet effective method, called DoubleCCA, that leverages…
cs.LG2024★ 5 cited
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Zhiyuan Li, Hong Liu, Denny Zhou +1
Instructing the model to generate a sequence of intermediate steps, a.k.a., a chain of thought (CoT), is a highly effective method to improve the accuracy of large language models…