v1v2 (latest)

Self-evolving Agents with reflective and memory-augmented abilities

1 September 2024

Xuechen Liang

Yangfan He

Yinghui Xia

Xinyuan Song

Jianhui Wang

Meiling Tao

Li Sun

Xinhang Yuan

Jiayi Su

Keqin Li

Jiaqi Chen

Jinsong Yang

Siyuan Chen

Tianyu Shi

Papers citing "Self-evolving Agents with reflective and memory-augmented abilities"

27 / 27 papers shown

Title
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He Jing Wang Xinyuan Song Shiyao Qian ... Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi Tianyu Shi RALM 152 17 0 30 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 537 5 0 16 Mar 2025
EasyTime: Time Series Forecasting Made Easy Xiangfei Qiu Xiuwen Li Ruiyang Pang Zhicheng Pan Xiaojun Wu ... Chengcheng Yang Chenjuan Guo Aoying Zhou Christian S. Jensen Bin Yang AI4TS 122 16 0 23 Dec 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Tianyu Shi Qiuwu Chen ALM 152 6 0 28 Oct 2024
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools Team GLM : Aohan Zeng Bin Xu Bowen Wang ... Zhaoyu Wang Zhen Yang Zhengxiao Du Zhenyu Hou Zihan Wang ALM 140 648 0 18 Jun 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 105 85 0 18 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 162 14 0 02 Apr 2024
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods Xiangfei Qiu Jilin Hu Lekui Zhou Xingjian Wu Junyang Du ... Chenjuan Guo Aoying Zhou Christian S. Jensen Zhenli Sheng Bin Yang AI4TS 132 86 0 29 Mar 2024
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach Pritom Saha Akash Kashob Kumar Roy Lucian Popa Kevin Chen-Chuan Chang 58 3 0 15 Nov 2023
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 108 148 0 12 Oct 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 152 315 0 07 Aug 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion Daya Guo Canwen Xu Nan Duan Jian Yin Julian McAuley 70 90 0 26 Jun 2023
Mind2Web: Towards a Generalist Agent for the Web Xiang Deng Yu Gu Boyuan Zheng Shijie Chen Samuel Stevens Boshi Wang Huan Sun Yu-Chuan Su LLMAG 109 487 0 09 Jun 2023
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems Tianyang Liu Canwen Xu Julian McAuley ALM 101 170 0 05 Jun 2023
Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions Hui Yang Sifu Yue Yunzhong He RALM 72 172 0 04 Jun 2023
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 213 617 0 20 Oct 2022
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 460 2,990 0 06 Oct 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 172 520 0 04 Jul 2022
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar Xingdi Yuan Marc-Alexandre Côté Yonatan Bisk Adam Trischler Matthew J. Hausknecht LM&Ro LLMAG 109 448 0 08 Oct 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 157 1,186 0 02 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 935 42,622 0 28 May 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 61 152 0 09 Apr 2020
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 79 655 0 13 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 536 20,397 0 23 Oct 2019
Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement W. Kool H. V. Hoof Max Welling 131 220 0 14 Mar 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 229 2,708 0 25 Sep 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 263 2,694 0 09 May 2017