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2410.12361
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Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
International Conference on Learning Representations (ICLR), 2024
16 October 2024
Yaojie Lu
Shenzhi Yang
Cheng Qian
Guirong Chen
Qinyu Luo
Yesai Wu
Huadong Wang
Xin Cong
Zhong Zhang
Yankai Lin
Weiwen Liu
Yasheng Wang
Zhiyuan Liu
Fangming Liu
Maosong Sun
LLMAG
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Papers citing
"Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance"
18 / 18 papers shown
What's the next frontier for Data-centric AI? Data Savvy Agents
Nabeel Seedat
Jiashuo Liu
Mihaela van der Schaar
140
0
0
02 Nov 2025
Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents
Gil Pasternak
Dheeraj Rajagopal
Julia White
Dhruv Atreja
Matthew Thomas
George Hurn-Maloney
Ash Lewis
LLMAG
173
0
0
22 Oct 2025
Overhearing LLM Agents: A Survey, Taxonomy, and Roadmap
Andrew Zhu
Chris Callison-Burch
LLMAG
171
0
0
19 Sep 2025
Interaction-Driven Browsing: A Human-in-the-Loop Conceptual Framework Informed by Human Web Browsing for Browser-Using Agents
Hyeonggeun Yun
Jinkyu Jang
152
1
0
15 Sep 2025
ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents
Tianjian Liu
Fanqi Wan
Jiajian Guo
Xiaojun Quan
LLMAG
154
1
0
28 Aug 2025
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance
Yuyang Zhao
Wentao Shi
Fuli Feng
Xiangnan He
LLMAG
230
0
0
26 Aug 2025
DiscussLLM: Teaching Large Language Models When to Speak
Deep Patel
Iain Melvin
Christopher Malon
Martin Renqiang Min
136
0
0
25 Aug 2025
Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents
Chongyu Bao
Ruimin Dai
Yangbo Shen
Runyang Jian
Jinghan Zhang
Xiaolan Liu
Kunpeng Liu
LLMAG
176
0
0
06 Aug 2025
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
LLMAG
ELM
169
14
0
29 Jul 2025
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?
Xuetian Chen
Yinghao Chen
Xinfeng Yuan
Zhuo Peng
Lu Chen
...
Tianbao Xie
Zhiyong Wu
Qiushi Sun
Biqing Qi
Bowen Zhou
180
3
0
25 Jul 2025
Large Language Models Miss the Multi-Agent Mark
Emanuele La Malfa
Gabriele La Malfa
Samuele Marro
Jie M. Zhang
Elizabeth Black
Micheal Luck
Juil Sock
Michael Wooldridge
LLMAG
312
0
0
27 May 2025
ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions
Bufang Yang
Lilin Xu
Liekang Zeng
Kaiwei Liu
Siyang Jiang
Wenrui Lu
Hongkai Chen
Xiaofan Jiang
Guoliang Xing
Zhenyu Yan
LLMAG
381
12
0
20 May 2025
A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism
Jinqiang Wang
Huansheng Ning
Tao Zhu
Jianguo Ding
249
1
0
14 May 2025
LLAMAPIE: Proactive In-Ear Conversation Assistants
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Tuochao Chen
Nicholas Batchelder
Alisa Liu
Noah A. Smith
Shyamnath Gollakota
917
1
0
07 May 2025
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach
Iizalaarab Elhaimeur
Nikos Chrisochoides
232
0
0
24 Apr 2025
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&Ro
ELM
530
4
0
07 Apr 2025
CollabLLM: From Passive Responders to Active Collaborators
Shirley Wu
Michel Galley
Baolin Peng
Hao Cheng
Gavin Li
Yao Dou
Weixin Cai
James Zou
J. Leskovec
Jianfeng Gao
424
0
0
02 Feb 2025
YETI (YET to Intervene) Proactive Interventions by Multimodal AI Agents in Augmented Reality Tasks
Saptarashmi Bandyopadhyay
Vikas Bahirwani
Lavisha Aggarwal
Bhanu Guda
Lin Li
Andrea Colaco
LM&Ro
146
4
0
17 Jan 2025
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