Title
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? Siyu Yuan Cheng Jiayang Lin Qiu Deqing Yang AI4Ed ELM 70 3 0 17 Jun 2024
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? Xue-Yong Fu Md Tahmid Rahman Laskar Elena Khasanova Cheng-Hsiung Chen TN ShashiBhushan ALM 88 23 0 01 Feb 2024
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report Yuhe Ke Liyuan Jin Kabilan Elangovan H. Abdullah Nan Liu Alex Tiong Heng Sia Chai Rick Soh Joshua Yi Min Tung J. Ong Daniel Ting LM&MA 43 19 0 29 Jan 2024
Zephyr: Direct Distillation of LM Alignment Lewis Tunstall E. Beeching Nathan Lambert Nazneen Rajani Kashif Rasul ... Nathan Habib Nathan Sarrazin Omar Sanseviero Alexander M. Rush Thomas Wolf ALM 111 399 0 25 Oct 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 86 73 0 31 Aug 2023
Large Language Models to Identify Social Determinants of Health in Electronic Health Records Marco Guevara Shan Chen S. Thomas T. Chaunzwa I. Franco ... Susan M. Harper Hugo J. W. L. Aerts G. Savova Raymond H. Mak Danielle S. Bitterman LM&MA 70 120 0 11 Aug 2023
Identifying and Extracting Rare Disease Phenotypes with Large Language Models Cathy Shyr Yan Hu P. Harris Hua Xu LM&MA AI4MH 68 26 0 22 Jun 2023
Can Language Models Teach Weaker Agents? Teacher Explanations Improve Students via Personalization Swarnadeep Saha Peter Hase Mohit Bansal LRM 67 11 0 15 Jun 2023
Iterative Translation Refinement with Large Language Models Pinzhen Chen Zhicheng Guo Barry Haddow Kenneth Heafield LRM 65 23 0 06 Jun 2023
Refining the Responses of LLMs by Themselves Tianqiang Yan Tiansheng Xu 35 3 0 06 May 2023