Agent Lumos: Unified and Modular Training for Open-Source Language Agents

9 November 2023

Da Yin

Faeze Brahman

Abhilasha Ravichander

Khyathi Raghavi Chandu

Yejin Choi

Papers citing "Agent Lumos: Unified and Modular Training for Open-Source Language Agents"

32 / 32 papers shown

Title
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
a1: Steep Test-time Scaling Law via Environment Augmented Generation Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Yuyao Ge Jun Wan Yurong Wu Xueqi Cheng LRM 27 0 0 20 Apr 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 36 0 0 06 Apr 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 89 2 0 27 Mar 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning Fucai Ke Vijay Kumar B G Xingjian Leng Zhixi Cai Zaid Khan Weiqing Wang P. D. Haghighi H. Rezatofighi Manmohan Chandraker 42 0 0 25 Mar 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information Hojun Cho Donghu Kim S. Yang Chan Lee Hunjoo Lee Jaegul Choo 54 1 0 22 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 164 0 0 16 Mar 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation Fan Yin Zifeng Wang I-Hung Hsu Jun Yan Ke Jiang ... L. Le Kai-Wei Chang Chen-Yu Lee Hamid Palangi Tomas Pfister 52 3 0 10 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look Zhiyuan Huang Ziming Cheng Junting Pan Zhaohui Hou Mingjie Zhan LLMAG 99 2 0 05 Mar 2025
AgentRM: Enhancing Agent Generalization with Reward Modeling Yu Xia Jingru Fan Weize Chen Siyu Yan Xin Cong Zhong Zhang Y. Lu Yankai Lin Zhiyuan Liu Maosong Sun 49 1 0 25 Feb 2025
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search Zongyu Lin Yao Tang Xingcheng Yao Da Yin Ziniu Hu Yizhou Sun Kai-Wei Chang LRM 50 3 0 04 Feb 2025
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Y. Liu Pengxiang Li Zishu Wei C. Xie Xueyu Hu Xinchen Xu Shengyu Zhang Xiaotian Han Hongxia Yang Fei Wu LLMAG LRM 53 11 0 08 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots H. Zhang Xiaoman Pan Hongwei Wang Kaixin Ma W. Yu Dong Yu LLMAG 54 3 0 03 Jan 2025
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang-Jun Liu LLMAG AI4CE 73 0 0 01 Dec 2024
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use Siyuan Hu Mingyu Ouyang Difei Gao Mike Zheng Shou LM&Ro LLMAG 35 15 0 15 Nov 2024
DroidSpeak: KV Cache Sharing for Cross-LLM Communication and Multi-LLM Serving Yuhan Liu Esha Choukse Shan Lu Junchen Jiang Madan Musuvathi ... Yihua Cheng Junchen Jiang Shan Lu Madan Musuvathi Esha Choukse 88 2 0 05 Nov 2024
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents Ke Yang Yao Liu Sapana Chaudhary Rasool Fakoor Pratik Chaudhari George Karypis Huzefa Rangwala LLMAG LM&Ro 31 16 0 17 Oct 2024
Revealing the Barriers of Language Agents in Planning Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 27 6 0 16 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 67 6 0 04 Oct 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories Ben Bogin Kejuan Yang Shashank Gupta Kyle Richardson Erin Bransom Peter Clark Ashish Sabharwal Tushar Khot ELM LRM 40 10 0 11 Sep 2024
AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents Guhong Chen Liyang Fan Zihan Gong Nan Xie Zixuan Li Ziqiang Liu Chengming Li Qiang Qu Shiwen Ni Min Yang LLMAG ELM 34 5 0 15 Aug 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 26 3 0 09 May 2024
ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy Zonghan Yang Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu LLMAG LRM 44 8 0 21 Mar 2024
Chain of Logic: Rule-Based Reasoning with Large Language Models Sergio Servantez Joe Barrow Kristian J. Hammond R. Jain ReLM ELM AILaw LRM AI4CE 32 1 0 16 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback Jian-Yu Guan Wei Yu Wu Zujie Wen Peng Xu Hongning Wang Minlie Huang LRM 21 16 0 02 Feb 2024
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning Bill Yuchen Lin Abhilasha Ravichander Ximing Lu Nouha Dziri Melanie Sclar Khyathi Raghavi Chandu Chandra Bhagavatula Yejin Choi 17 164 0 04 Dec 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 99 97 0 09 Oct 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 206 498 0 03 May 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 233 2,470 0 06 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 209 1,101 0 20 Sep 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