Language Models are Symbolic Learners in Arithmetic

21 October 2024

Papers citing "Language Models are Symbolic Learners in Arithmetic"

7 / 7 papers shown

Title
Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures Fu-Chieh Chang Pei-Yuan Wu Pei-Yuan Wu LRM 118 1 0 25 Nov 2024
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs Siyuan Guo Aniket Didolkar Nan Rosemary Ke Anirudh Goyal Ferenc Huszár Bernhard Schölkopf 59 4 0 24 May 2024
Reverse That Number! Decoding Order Matters in Arithmetic Learning Daniel Zhang-Li Nianyi Lin Jifan Yu Zheyuan Zhang Zijun Yao Yanling Wang Lei Hou Jing Zhang Juanzi Li 42 4 0 09 Mar 2024
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 85 383 0 11 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 52 54 0 06 Sep 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 144 13,788 0 15 Mar 2023
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 59 117 0 24 Mar 2021