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Distilling Mathematical Reasoning Capabilities into Small Language
  Models

Distilling Mathematical Reasoning Capabilities into Small Language Models

22 January 2024
Xunyu Zhu
Jian Li
Yong Liu
Can Ma
Weiping Wang
    LRM
ArXivPDFHTML

Papers citing "Distilling Mathematical Reasoning Capabilities into Small Language Models"

6 / 6 papers shown
Title
Towards Reasoning Ability of Small Language Models
Towards Reasoning Ability of Small Language Models
Gaurav Srivastava
Shuxiang Cao
Xuan Wang
ReLM
LRM
49
4
0
17 Feb 2025
Mentor-KD: Making Small Language Models Better Multi-step Reasoners
Mentor-KD: Making Small Language Models Better Multi-step Reasoners
Hojae Lee
Junho Kim
SangKeun Lee
LRM
16
1
0
11 Oct 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models
Lipeng Ma
Weidong Yang
Sihang Jiang
Ben Fei
Mingjie Zhou
Shuhao Li
Bo Xu
Bo Xu
Yanghua Xiao
41
0
0
03 Sep 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models
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
297
3,163
0
21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for
  Code Understanding and Generation
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang
Weishi Wang
Shafiq R. Joty
S. Hoi
196
1,451
0
02 Sep 2021
1