Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

14 February 2024

Jie Zhou

Yankai Lin

Zhiyuan Liu

Maosong Sun

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Papers citing "Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents"

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Title
LLAMAPIE: Proactive In-Ear Conversation Assistants Tuochao Chen Nicholas Batchelder Alisa Liu Noah A. Smith Shyamnath Gollakota 38 0 0 07 May 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Tianyi Zhou Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 48 0 0 15 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre X. Chen Heng Ji Dilek Hakkani-Tür Gökhan Tür LM&Ro ELM 43 1 0 07 Apr 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 44 0 0 27 Mar 2025
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation Rupak Sarkar Bahareh Sarrafzadeh N. Chandrasekaran Nagu Rangan Philip Resnik Longqi Yang S. Jauhar 45 1 0 21 Mar 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification Xuan Zhang Yongliang Shen Zhe Zheng Linjuan Wu Wenqi Zhang Yuchen Yan Qiuying Peng J. Wang Weiming Lu KELM 75 1 0 03 Mar 2025
System Message Generation for User Preferences using Open-Source Models Minbyul Jeong Jungho Cho Minsoo Khang Dawoon Jung Teakgyu Hong 39 0 0 17 Feb 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang X. Chen Avirup Sil Dilek Hakkani-Tür Gökhan Tür Heng Ji LLMAG KELM LRM 63 4 0 17 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Y. Li Haoran Xie S. J. Qin 66 0 0 03 Feb 2025
Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks Yingzhe Peng Xiaoting Qin Zhiyang Zhang Jue Zhang Qingwei Lin Xu Yang Dongmei Zhang Saravan Rajmohan Qi Zhang 31 2 0 31 Oct 2024
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance Y. Lu Shenzhi Yang Cheng Qian Guirong Chen Qinyu Luo ... Weiwen Liu Yasheng Wang Zhiyuan Liu Fangming Liu Maosong Sun LLMAG 18 3 0 16 Oct 2024
SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation Guanhua Zhang Mohamed Ahmed Zhiming Hu Andreas Bulling AI4TS 16 1 0 10 Oct 2024
Learning to Ask: When LLM Agents Meet Unclear Instruction Wenxuan Wang Juluan Shi Chaozheng Wang Cheryl Lee Chaozheng Wang Cheryl Lee Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu LLMAG 24 8 0 31 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 24 5 0 03 Aug 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yun Ma LLMAG 29 9 0 28 Jun 2024
Ask-before-Plan: Proactive Language Agents for Real-World Planning Xuan Zhang Yang Deng Zifeng Ren See-Kiong Ng Tat-Seng Chua LLMAG LM&Ro 16 13 0 18 Jun 2024
Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee Sue Hyun Park Seungone Kim Minjoon Seo ALM 19 35 0 28 May 2024
Human-Centered LLM-Agent User Interface: A Position Paper Daniel Y. Chin Yuxuan Wang Gus Xia LLMAG 27 1 0 19 May 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 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 223 2,413 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 240 1,070 0 05 Oct 2022