Calibrating LLMs with Preference Optimization on Thought Trees for
Generating Rationale in Science Question Scoring

Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring

28 June 2024

Jiazheng Li

Yulan He

Papers citing "Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring"

8 / 8 papers shown

Title
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time Jiazheng Li Yuxiang Zhou Junru Lu Gladys Tyen Lin Gui Cesare Aloisi Yulan He LRM 33 2 0 26 Feb 2025
An Automated Explainable Educational Assessment System Built on LLMs Jiazheng Li Artem Bobrov David West Cesare Aloisi Yulan He 75 1 0 17 Dec 2024
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment Jiazheng Li Artem Bobrov David West Cesare Aloisi Yulan He 13 1 0 12 Oct 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 428 0 13 Mar 2024
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models Yizhou Zhang Lun Du Defu Cao Qiang Fu Yan Liu LRM 20 7 0 08 Feb 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 311 11,915 0 04 Mar 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 228 4,460 0 23 Jan 2020