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SMART: Self-Aware Agent for Tool Overuse Mitigation
v1v2 (latest)

SMART: Self-Aware Agent for Tool Overuse Mitigation

Annual Meeting of the Association for Computational Linguistics (ACL), 2025
17 February 2025
Cheng Qian
Emre Can Acikgoz
Huaimin Wang
Xiusi Chen
Avirup Sil
Dilek Hakkani-Tur
Gokhan Tur
Heng Ji
    LLMAGKELMLRM
ArXiv (abs)PDFHTML

Papers citing "SMART: Self-Aware Agent for Tool Overuse Mitigation"

50 / 52 papers shown
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Hongjin Su
Shizhe Diao
Ximing Lu
Mingjie Liu
Jiacheng Xu
...
Evelina Bakhturina
Tao Yu
Yejin Choi
Jan Kautz
Pavlo Molchanov
279
5
0
26 Nov 2025
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
Jiayu Liu
Cheng Qian
Zhaochen Su
Qing Zong
Shijue Huang
Bingxiang He
Yi R. Fung
LLMAG
98
2
0
04 Nov 2025
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
Fulin Lin
S. Chen
Ruishan Fang
Hongwei Wang
Tao Lin
LLMAG
175
0
0
30 Oct 2025
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
Cheng Qian
Zuxin Liu
Shirley Kokane
Akshara Prabhakar
Jielin Qiu
...
Weiran Yao
Shelby Heinecke
Silvio Savarese
Caiming Xiong
Huan Wang
172
1
0
09 Oct 2025
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
Peilin Wu
Mian Zhang
Kun Wan
Wentian Zhao
Kaiyu He
Xinya Du
Zhiyu Zoey Chen
94
2
0
09 Oct 2025
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
Pengfei He
Zhenwei Dai
Bing He
Hui Liu
Xianfeng Tang
...
Subhabrata Mukherjee
Suhang Wang
Yue Xing
Shucheng Zhou
Benoit Dumoulin
LLMAG
183
2
0
06 Oct 2025
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
Yifei Chen
Guanting Dong
Zhicheng Dou
LRM
261
4
0
27 Sep 2025
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
Cheng Qian
Zuxin Liu
Akshara Prabhakar
Jielin Qiu
Zhiwei Liu
...
Weiran Yao
Shelby Heinecke
Silvio Savarese
Caiming Xiong
Huaimin Wang
OffRL
143
6
0
24 Sep 2025
Agentic Metacognition: Designing a "Self-Aware" Low-Code Agent for Failure Prediction and Human Handoff
Agentic Metacognition: Designing a "Self-Aware" Low-Code Agent for Failure Prediction and Human Handoff
Jiexi Xu
151
0
0
24 Sep 2025
ToolRM: Outcome Reward Models for Tool-Calling Large Language Models
ToolRM: Outcome Reward Models for Tool-Calling Large Language Models
Mayank Agarwal
Ibrahim Abdelaziz
Kinjal Basu
Merve Unuvar
Luis A. Lastras
Yara Rizk
Pavan Kapanipathi
LRM
165
6
0
15 Sep 2025
When Agents go Astray: Course-Correcting SWE Agents with PRMs
When Agents go Astray: Course-Correcting SWE Agents with PRMs
Shubham Gandhi
Jason Tsay
Jatin Ganhotra
Kiran Kate
Yara Rizk
199
8
0
02 Sep 2025
UserBench: An Interactive Gym Environment for User-Centric Agents
UserBench: An Interactive Gym Environment for User-Centric Agents
Cheng Qian
Zuxin Liu
Akshara Prabhakar
Zhiwei Liu
Jianguo Zhang
...
Weiran Yao
Shelby Heinecke
Silvio Savarese
Caiming Xiong
Huan Wang
LLMAGELM
182
17
0
29 Jul 2025
Agentic Reinforced Policy Optimization
Agentic Reinforced Policy Optimization
Guanting Dong
Hangyu Mao
Kai Ma
Licheng Bao
Yifei Chen
...
Fuzheng Zhang
Guorui Zhou
Yutao Zhu
Ji-Rong Wen
Zhicheng Dou
LRM
232
51
0
26 Jul 2025
Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
Hongru Wang
Cheng Qian
Pengfei Yu
Jiahao Qiu
Boyang Xue
Mengdi Wang
Heng Ji
Kam-Fai Wong
Kam-Fai Wong
336
10
0
01 Jun 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
Peilin Wu
Mian Zhang
Xinlu Zhang
Xinya Du
Zhiyu Zoey Chen
258
7
0
22 May 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
Cheng Qian
Hongyi Du
Hongru Wang
Xiusi Chen
Yuji Zhang
Avirup Sil
Chengxiang Zhai
Kathleen McKeown
Heng Ji
LLMAG
286
6
0
21 May 2025
ToolSpectrum : Towards Personalized Tool Utilization for Large Language Models
ToolSpectrum : Towards Personalized Tool Utilization for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zihao Cheng
Hongru Wang
Zeming Liu
Yuhang Guo
Yuanfang Guo
Yunhong Wang
Haifeng Wang
339
3
0
19 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents
Christian Schroeder de Witt
AAMLAI4CE
1.1K
38
0
04 May 2025
Acting Less is Reasoning More! Teaching Model to Act Efficiently
Acting Less is Reasoning More! Teaching Model to Act Efficiently
Hongru Wang
Cheng Qian
Wanjun Zhong
Xiusi Chen
Jiahao Qiu
Shijue Huang
Sara Szymkuć
Mengdi Wang
Kam-Fai Wong
Heng Ji
OffRLLRM
397
5
0
21 Apr 2025
ToolRL: Reward is All Tool Learning Needs
ToolRL: Reward is All Tool Learning Needs
Cheng Qian
Emre Can Acikgoz
Qi He
Hongru Wang
Xiusi Chen
Dilek Hakkani-Tur
Gokhan Tur
Heng Ji
OffRLLRM
558
171
0
16 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions
Emre Can Acikgoz
Cheng Qian
Hongru Wang
Vardhan Dongre
Xiusi Chen
Heng Ji
Dilek Hakkani-Tur
Gokhan Tur
LM&RoELM
531
4
0
07 Apr 2025
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
Jie He
Nan Hu
Wanqiu Long
Jiaoyan Chen
Jeff Z. Pan
ELMLRM
569
19
0
22 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and CalibrationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yuanhao Shen
Xiaodan Zhu
Lei Chen
336
10
0
11 Dec 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User
  Instruction
AppBench: Planning of Multiple APIs from Various APPs for Complex User InstructionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Hongru Wang
Rui Wang
Boyang Xue
Heming Xia
Jingtao Cao
Zeming Liu
Jeff Z. Pan
Kam-Fai Wong
ALM
207
22
0
10 Oct 2024
Aligning LLMs with Individual Preferences via Interaction
Aligning LLMs with Individual Preferences via InteractionInternational Conference on Computational Linguistics (COLING), 2024
Shujin Wu
May Fung
Cheng Qian
Jeonghwan Kim
Dilek Z. Hakkani-Tür
Heng Ji
345
52
0
04 Oct 2024
Teaching Large Language Models to Express Knowledge Boundary from Their
  Own Signals
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
Lida Chen
Zujie Liang
Xintao Wang
Jiaqing Liang
Yanghua Xiao
Feng Wei
Jinglei Chen
Zhenghong Hao
Bing Han
Wei Wang
215
27
0
16 Jun 2024
Tool Learning with Large Language Models: A Survey
Tool Learning with Large Language Models: A Survey
Changle Qu
Sunhao Dai
Xiaochi Wei
Hengyi Cai
Shuaiqiang Wang
D. Yin
Jun Xu
Jirong Wen
LLMAG
344
219
0
28 May 2024
UniRetriever: Multi-task Candidates Selection for Various
  Context-Adaptive Conversational Retrieval
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval
Hongru Wang
Boyang Xue
Baohang Zhou
Rui Wang
Fei Mi
Weichao Wang
Yasheng Wang
Kam-Fai Wong
360
3
0
26 Feb 2024
Benchmarking Knowledge Boundary for Large Language Models: A Different
  Perspective on Model Evaluation
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation
Xunjian Yin
Xu Zhang
Jie Ruan
Xiaojun Wan
ELM
367
36
0
18 Feb 2024
Tell Me More! Towards Implicit User Intention Understanding of Language
  Model Driven Agents
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
Cheng Qian
Bingxiang He
Zhuang Zhong
Jia Deng
Yujia Qin
...
Zhong Zhang
Jie Zhou
Yankai Lin
Zhiyuan Liu
Maosong Sun
240
61
0
14 Feb 2024
Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent
  Self-Evolution
Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution
Cheng Qian
Shihao Liang
Yujia Qin
Yining Ye
Xin Cong
Yankai Lin
Yesai Wu
Zhiyuan Liu
Maosong Sun
LLMAG
264
24
0
25 Jan 2024
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on
  Open-Source Model
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source ModelNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Cheng Qian
Chenyan Xiong
Zhenghao Liu
Zhiyuan Liu
LRM
220
28
0
08 Oct 2023
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot
  Question Answering
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiusi Chen
Jyun-Yu Jiang
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Wei Wang
321
18
0
08 Oct 2023
FreshLLMs: Refreshing Large Language Models with Search Engine
  Augmentation
FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Tu Vu
Mohit Iyyer
Xuezhi Wang
Noah Constant
Jerry W. Wei
...
Chris Tar
Yun-hsuan Sung
Denny Zhou
Quoc Le
Thang Luong
KELMHILMLRM
538
306
0
05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use
  Tools and Which to Use
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to UseInternational Conference on Learning Representations (ICLR), 2023
Yue Huang
Jiawen Shi
Yuan Li
Chenrui Fan
Siyuan Wu
...
Yixin Liu
Pan Zhou
Yao Wan
Neil Zhenqiang Gong
Lichao Sun
LLMAG
533
151
0
04 Oct 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized
  Toolsets
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
Lifan Yuan
Yangyi Chen
Xingyao Wang
Yi R. Fung
Yuan Yao
Heng Ji
LLMAGKELM
419
105
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29 Sep 2023
"Merge Conflicts!" Exploring the Impacts of External Distractors to
  Parametric Knowledge Graphs
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Cheng Qian
Xinran Zhao
Sherry Tongshuang Wu
KELM
234
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15 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey
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Zhiheng Xi
Wenxiang Chen
Xin Guo
Wei He
Yiwen Ding
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Wenjuan Qin
Yongyan Zheng
Xipeng Qiu
Xuanjing Huan
Tao Gui
LM&MALM&Ro3DVAI4CE
713
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world
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Yujia Qin
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Kunlun Zhu
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Mark B. Gerstein
Dahai Li
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Maosong Sun
CLLALMLLMAGELMLM&MA
603
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Investigating the Factual Knowledge Boundary of Large Language Models
  with Retrieval Augmentation
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Yuhao Wang
Yingqi Qu
Wayne Xin Zhao
Qingbin Liu
Hao Tian
Huaqin Wu
Ji-Rong Wen
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RALMKELM
389
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Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data
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204
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Domain Specialization as the Key to Make Large Language Models
  Disruptive: A Comprehensive Survey
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Chen Ling
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Large Language Models as Tool Makers
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Tianle Cai
Xuezhi Wang
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Toolformer: Language Models Can Teach Themselves to Use Tools
Toolformer: Language Models Can Teach Themselves to Use ToolsNeural Information Processing Systems (NeurIPS), 2023
Timo Schick
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A Survey of Deep Learning for Mathematical Reasoning
A Survey of Deep Learning for Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
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Liang Qiu
Wenhao Yu
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ReLMLRM
290
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ReAct: Synergizing Reasoning and Acting in Language Models
ReAct: Synergizing Reasoning and Acting in Language ModelsInternational Conference on Learning Representations (ICLR), 2022
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Dian Yu
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Izhak Shafran
Karthik Narasimhan
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LLMAGReLMLRM
2.6K
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Language Models (Mostly) Know What They Know
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Amanda Askell
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Sam McCandlish
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Jared Kaplan
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638
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Training language models to follow instructions with human feedback
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Jeff Wu
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