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2402.11651
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Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents
18 February 2024
Renxi Wang
Haonan Li
Xudong Han
Yixuan Zhang
Timothy Baldwin
LLMAG
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Papers citing
"Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents"
11 / 11 papers shown
Title
Exploring Expert Failures Improves LLM Agent Tuning
Li-Cheng Lan
Andrew Bai
Minhao Cheng
Ruochen Wang
Cho-Jui Hsieh
LRM
57
0
0
17 Apr 2025
ToolGen: Unified Tool Retrieval and Calling via Generation
Renxi Wang
Xudong Han
Lei Ji
Shu Wang
Timothy Baldwin
Haonan Li
LLMAG
62
6
0
04 Oct 2024
Associative memory and dead neurons
V. Fanaskov
Ivan V. Oseledets
36
1
0
02 Oct 2024
Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
Huanxuan Liao
Shizhu He
Yao Xu
Yuanzhe Zhang
Kang Liu
Jun Zhao
LRM
46
3
0
20 Sep 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Mengkang Hu
Yixiao Wang
Can Xu
Lingfeng Sun
Chensheng Peng
T. Hannagan
Nicola Poerio
Saravan Rajmohan
LM&Ro
LLMAG
60
14
0
01 Aug 2024
Retrieved In-Context Principles from Previous Mistakes
Hao-Lun Sun
Yong-jia Jiang
Bo Wang
Yingyan Hou
Yan Zhang
Pengjun Xie
Fei Huang
48
1
0
08 Jul 2024
Agent Planning with World Knowledge Model
Shuofei Qiao
Runnan Fang
Ningyu Zhang
Yuqi Zhu
Xiang Chen
Shumin Deng
Yong-jia Jiang
Pengjun Xie
Fei Huang
Huajun Chen
LLMAG
LM&Ro
74
14
0
23 May 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu
Shuofei Qiao
Yixin Ou
Shumin Deng
N. Zhang
Shiwei Lyu
Yue Shen
Lei Liang
Jinjie Gu
H. Chen
LLMAG
LM&Ro
72
25
0
05 Mar 2024
FireAct: Toward Language Agent Fine-tuning
Baian Chen
Chang Shu
Ehsan Shareghi
Nigel Collier
Karthik Narasimhan
Shunyu Yao
ALM
LLMAG
99
96
0
09 Oct 2023
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao
Jeffrey Zhao
Dian Yu
Nan Du
Izhak Shafran
Karthik Narasimhan
Yuan Cao
LLMAG
ReLM
LRM
223
2,413
0
06 Oct 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
245
671
0
06 Jan 2021
1