Hierarchical Prompting Assists Large Language Model on Web Navigation

23 May 2023

Papers citing "Hierarchical Prompting Assists Large Language Model on Web Navigation"

32 / 32 papers shown

Title
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 41 0 0 06 May 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Liangbo Ning Ziran Liang Zhuohang Jiang Haohao Qu Yujuan Ding ... Xiao Wei Shanru Lin Hui Liu Philip S. Yu Qing Li LLMAG LM&Ro 91 6 0 30 Mar 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information Hojun Cho Donghu Kim Soyoung Yang Chan Lee Hunjoo Lee Jaegul Choo 59 1 0 22 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks Lutfi Eren Erdogan Nicholas Lee Sehoon Kim Suhong Moon Hiroki Furuta Gopala Anumanchipalli Kemal Kurniawan Amir Gholami LLMAG LM&Ro AIFin 78 2 0 12 Mar 2025
OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents Pengzhou Cheng Zheng Wu Zongru Wu Aston Zhang Zhuosheng Zhang Gongshen Liu LLMAG 58 0 0 26 Feb 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 95 14 0 03 Jan 2025
The BrowserGym Ecosystem for Web Agent Research Thibault Le Sellier De Chezelles Maxime Gasse Alexandre Lacoste Alexandre Drouin Massimo Caccia ... Siva Reddy Quentin Cappart Graham Neubig Ruslan Salakhutdinov Nicolas Chapados LLMAG 109 10 0 06 Dec 2024
From Reward Shaping to Q-Shaping: Achieving Unbiased Learning with LLM-Guided Knowledge Xiefeng Wu OffRL 34 1 0 02 Oct 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale Tianyue Ou Frank F. Xu Aman Madaan J. Liu Robert Lo Abishek Sridhar Sudipta Sengupta Dan Roth Graham Neubig Shuyan Zhou OffRL 56 9 0 24 Sep 2024
CIKMar: A Dual-Encoder Approach to Prompt-Based Reranking in Educational Dialogue Systems Joanito Agili Lopo Marina Indah Prasasti Alma Permatasari 30 0 0 16 Aug 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 54 0 0 18 Jun 2024
WebCanvas: Benchmarking Web Agents in Online Environments Yichen Pan Dehan Kong Sida Zhou Cheng Cui Yifei Leng ... Hangyu Liu Yanyi Shang Shuyan Zhou Tongshuang Wu Zhengyang Wu 45 26 0 18 Jun 2024
CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only Junhee Cho Jihoon Kim Daseul Bae Jinho Choo Youngjune Gwon Yeong-Dae Kwon LLMAG 42 1 0 11 Jun 2024
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents Andrew H. Lee Sina J. Semnani Galo Castillo-López Gaël de Chalendar Monojit Choudhury ... Jiwon Seo Tianhao Shen Manish Shrivastava Deyi Xiong Monica S. Lam 40 0 0 28 May 2024
Enhancing Q-Learning with Large Language Model Heuristics Xiefeng Wu LRM 32 0 0 06 May 2024
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents Michael Lutz Arth Bohra Manvel Saroyan Artem Harutyunyan Giovanni Campagna LLMAG 40 13 0 08 Apr 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents Kevin Xu Yeganeh Kordi Kate Sanders Yizhong Wang Adam Byerly Kate Sanders Adam Byerly Jingyu Zhang Benjamin Van Durme Daniel Khashabi LLMAG 75 6 0 18 Mar 2024
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web Raghav Kapoor Y. Butala M. Russak Jing Yu Koh Kiran Kamble Waseem Alshikh Ruslan Salakhutdinov LLMAG 51 46 0 27 Feb 2024
Dual-View Visual Contextualization for Web Navigation Jihyung Kil Chan Hee Song Boyuan Zheng Xiang Deng Yu-Chuan Su Wei-Lun Chao EgoV 22 12 0 06 Feb 2024
GPT-4V(ision) is a Generalist Web Agent, if Grounded Boyuan Zheng Boyu Gou Jihyung Kil Huan Sun Yu-Chuan Su MLLM VLM LLMAG 46 210 0 03 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi R. Fung ... Xu Cao Xingyao Wang Yiquan Wang Chenhui Xu Chengxiang Zhai LLMAG ELM 31 75 0 01 Jan 2024
Word Definitions from Large Language Models Yunting Yin Steven Skiena Samuel Kim Yunting Yin Steven Skiena AILaw 35 0 0 10 Nov 2023
LASER: LLM Agent with State-Space Exploration for Web Navigation Kaixin Ma Hongming Zhang Hongwei Wang Xiaoman Pan Wenhao Yu Dong Yu LLMAG 32 39 0 15 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 288 0 14 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 44 32 0 07 Aug 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 36 382 0 25 Jul 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 412 0 31 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 98 156 0 07 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik R. Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,510 0 06 Oct 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 123 626 0 22 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 413 8,559 0 28 Jan 2022
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators Zhixing Tan Xiangwen Zhang Shuo Wang Yang Liu VLM LRM 213 52 0 13 Oct 2021