Title
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 88 0 0 13 May 2025
NGENT: Next-Generation AI Agents Must Integrate Multi-Domain Abilities to Achieve Artificial General Intelligence Zhicong Li Hangyu Mao Jiangjin Yin Mingzhe Xing Zhiwei Xu Yuanxing Zhang Yang Xiao 69 0 0 30 Apr 2025
Improving Retrospective Language Agents via Joint Policy Gradient Optimization Xueyang Feng Bo Lan Quanyu Dai Lei Wang Jiakai Tang X. Chen Zhenhua Dong Ji-Rong Wen LLMAG 96 0 0 03 Mar 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 163 11 0 03 Jan 2025
DMQR-RAG: Diverse Multi-Query Rewriting for RAG Zhicong Li Jiahao Wang Zhishu Jiang Hangyu Mao Zhongxia Chen Jiazhen Du Yuanxing Zhang Fuzheng Zhang Di Zhang Yong Liu 422 4 0 20 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 71 0 0 14 Nov 2024
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models Pei Wang Yanan Wu Zekun Wang Qingbin Liu Xiaoshuai Song ... Ge Zhang Hangyu Guo Zhaoxiang Zhang Wenbo Su Bo Zheng ELM 100 3 0 15 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 157 9 0 04 Oct 2024
LSAST -- Enhancing Cybersecurity through LLM-supported Static Application Security Testing Mete Keltek Ziyue Li Mohammadreza Fani Sani Ziyue Li 56 0 0 24 Sep 2024
SEAL: Suite for Evaluating API-use of LLMs Woojeong Kim Ashish Jagmohan Aditya Vempaty ELM ALM LLMAG 91 1 0 23 Sep 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback Qinzhuo Wu Wei Liu Jian Luan Bin Wang 102 11 0 23 Sep 2024
Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation Haoyu Wang Bingzhe Wu Yatao Bian Yongzhe Chang Xueqian Wang Peilin Zhao 142 2 0 20 Aug 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 130 2 0 20 Aug 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval Yanfei Chen Jinsung Yoon Devendra Singh Sachan Qingze Wang Vincent Cohen-Addad M. Bateni Chen-Yu Lee Tomas Pfister 75 8 0 03 Aug 2024
Exploring Genre and Success Classification through Song Lyrics using DistilBERT: A Fun NLP Venture Servando Pizarro Martinez Moritz Zimmermann Miguel Serkan Offermann Florian Reither 89 1 0 28 Jul 2024
Skin Cancer Detection utilizing Deep Learning: Classification of Skin Lesion Images using a Vision Transformer Carolin Flosdorf Justin Engelker Igor Keller Nicolas Mohr ViT MedIm 90 8 0 26 Jul 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 99 107 0 28 May 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 95 143 0 21 Apr 2024
Octopus: On-device language model for function calling of software APIs Wei Chen Zhiyuan Li Mingyuan Ma LLMAG 112 16 0 02 Apr 2024
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency Zhishuai Li Xiang Wang Jingjing Zhao Sun Yang Guoqing Du ... Bin Zhang Yuxiao Ye Ziyue Li Rui Zhao Hangyu Mao AI4TS LRM 61 12 0 13 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 97 34 0 05 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 173 133 0 20 Feb 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving Xueyang Feng Zhiyuan Chen Yujia Qin Yankai Lin Xu Chen Zhiyuan Liu Ji-Rong Wen LLMAG 98 24 0 20 Feb 2024
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents Lingbo Mo Zeyi Liao Boyuan Zheng Yu-Chuan Su Chaowei Xiao Huan Sun AAML LLMAG 108 15 0 15 Feb 2024
Continual Learning for Large Language Models: A Survey Tongtong Wu Linhao Luo Yuan-Fang Li Shirui Pan Thuy-Trang Vu Gholamreza Haffari CLL LRM KELM 133 125 0 02 Feb 2024
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models Na Liu Liangyu Chen Xiaoyu Tian Wei Zou Kaijiang Chen Ming Cui LLMAG 98 30 0 05 Jan 2024
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang Hangyu Mao Jingqing Ruan Ying Wen Yang Li ... Dapeng Li Ziyue Li Rui Zhao Lijuan Li Guoliang Fan LM&Ro LLMAG 77 39 0 23 Nov 2023
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents Qinghua Lu Liming Zhu Xiwei Xu Zhenchang Xing Stefan Harrer Jon Whittle LM&Ro AI4CE LLMAG 130 13 0 22 Nov 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 101 175 0 27 Sep 2023