SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical
Reasoning in Large Language Models

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models

5 April 2024

Yungi Kim

Jihoo Kim

Papers citing "SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models"

9 / 9 papers shown

Title
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning Ke Wang Houxing Ren Aojun Zhou Zimu Lu Sichun Luo Weikang Shi Renrui Zhang Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM SyDa 75 98 0 05 Oct 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 95 383 0 11 Sep 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 132 428 0 18 Aug 2023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 108 278 0 29 Sep 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 37 15 0 30 May 2022
A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers Shen-Yun Miao Chao-Chun Liang Keh-Yih Su 38 329 0 30 Jun 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 66 117 0 24 Mar 2021
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 57 126 0 22 Aug 2018
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems Wang Ling Dani Yogatama Chris Dyer Phil Blunsom AIMat 49 701 0 11 May 2017