On the Multi-turn Instruction Following for Conversational Web Agents

On the Multi-turn Instruction Following for Conversational Web Agents

23 February 2024

See-Kiong Ng

Papers citing "On the Multi-turn Instruction Following for Conversational Web Agents"

14 / 14 papers shown

Title
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 30 0 0 09 May 2025
Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up Ziming Cheng Zhiyuan Huang Junting Pan Zhaohui Hou Mingjie Zhan 38 0 0 31 Mar 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms Seungwon Lim Sungwoong Kim Jihwan Yu Sungjae Lee Jiwan Chung Youngjae Yu 64 1 0 18 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 84 1 0 07 Mar 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization Yilun Qiu Xiaoyan Zhao Yang Zhang Yimeng Bai W. Wang Hong Cheng Fuli Feng Tat-Seng Chua 50 1 0 04 Mar 2025
WebWalker: Benchmarking LLMs in Web Traversal Jialong Wu Wenbiao Yin Yong-feng Jiang Zhenglin Wang Zekun Xi ... Linhai Zhang Yulan He Deyu Zhou Pengjun Xie Fei Huang 41 5 0 13 Jan 2025
From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents Nalin Tiwary Vardhan Dongre Sanil Arun Chawla Ashwin Lamani Dilek Hakkani-Tür LLMAG 23 0 0 31 Oct 2024
Large Language Models Empowered Personalized Web Agents Hongru Cai Yongqi Li W. Wang Fengbin Zhu Xiaoyu Shen Wenjie Li Tat-Seng Chua LLMAG 41 12 0 22 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Y. X. Zhu Zhicheng Dou Jian-Yun Nie KELM 32 3 0 21 Oct 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
"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces Faria Huq Jeffrey P. Bigham Nikolas Martelaro 25 7 0 11 Dec 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 144 600 0 17 Oct 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 125 137 0 19 Sep 2023
FLIN: A Flexible Natural Language Interface for Web Navigation Sahisnu Mazumder Oriana Riva LRM 43 23 0 24 Oct 2020