Search Results for author: Daixuan Cheng

Found 4 papers, 3 papers with code

Adapting Large Language Models via Reading Comprehension

1 code implementation18 Sep 2023 Daixuan Cheng, Shaohan Huang, Furu Wei

Taken inspiration from human learning via reading comprehension--practice after reading improves the ability to answer questions based on the learned knowledge--we propose a simple method for transforming raw corpora into reading comprehension texts.

Language Modelling Question Answering +1

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation

1 code implementation15 Mar 2023 Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang

Large Language Models (LLMs) are popular for their impressive abilities, but the need for model-specific fine-tuning or task-specific prompt engineering can hinder their generalization.

Hallucination Prompt Engineering +1

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