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Grounding Open-Domain Instructions to Automate Web Support Tasks
v1v2 (latest)

Grounding Open-Domain Instructions to Automate Web Support Tasks

North American Chapter of the Association for Computational Linguistics (NAACL), 2021
30 March 2021
N. Xu
Sam Masling
Michael Du
Giovanni Campagna
Larry Heck
James A. Landay
M. Lam
    LLMAGAI4TS
ArXiv (abs)PDFHTML

Papers citing "Grounding Open-Domain Instructions to Automate Web Support Tasks"

37 / 37 papers shown
LegalWebAgent: Empowering Access to Justice via LLM-Based Web Agents
LegalWebAgent: Empowering Access to Justice via LLM-Based Web Agents
Jinzhe Tan
Karim Benyekhlef
AILaw3DV
279
0
0
28 Nov 2025
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
Zhiheng Xi
Chenyang Liao
Guanyu Li
Y. Yang
Wenxiang Chen
...
Wei Wu
Tao Ji
Tao Gui
Qi Zhang
Xuanjing Huang
LRM
132
1
0
11 Nov 2025
V2P: Visual Attention Calibration for GUI Grounding via Background Suppression and Center Peaking
V2P: Visual Attention Calibration for GUI Grounding via Background Suppression and Center Peaking
Jikai Chen
Long Chen
Dong Wang
Leilei Gan
Chenyi Zhuang
Jinjie Gu
Leilei Gan
Chenyi Zhuang
Jinjie Gu
109
3
0
19 Aug 2025
Mind the Web: The Security of Web Use Agents
Mind the Web: The Security of Web Use Agents
Avishag Shapira
Parth A. Gandhi
Edan Habler
Oleg Brodt
LLMAG
262
2
0
08 Jun 2025
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic SystemAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Peng Wang
Ruihan Tao
Qiguang Chen
Mengkang Hu
Libo Qin
LLMAG
278
3
0
21 May 2025
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
Bingchen Miao
Y. Wu
Minghe Gao
Qifan Yu
Wendong Bu
Wenqiao Zhang
Yunfei Li
Siliang Tang
Tat-Seng Chua
Juncheng Billy Li
LLMAGLRM
420
4
0
24 Mar 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms
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
471
2
0
18 Mar 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Vardaan Pahuja
Yadong Lu
Corby Rosset
Boyu Gou
Arindam Mitra
Spencer Whitehead
Eric Fosler-Lussier
Ahmed Awadallah
LLMAGLM&Ro
866
25
1
17 Feb 2025
WebWalker: Benchmarking LLMs in Web Traversal
WebWalker: Benchmarking LLMs in Web TraversalAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Jialong Wu
Wenbiao Yin
Yong Jiang
Zhenglin Wang
Zekun Xi
...
Linhai Zhang
Yulan He
Deyu Zhou
Pengjun Xie
Fei Huang
619
84
0
13 Jan 2025
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms
Minghe Gao
Wendong Bu
Bingchen Miao
Yang Wu
Yunfei Li
Juncheng Billy Li
Siliang Tang
Qi Wu
Yueting Zhuang
Meng Wang
LM&Ro
313
7
0
17 Nov 2024
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Biao Wu
Yanda Li
Meng Fang
Zirui Song
Zhiwei Zhang
Yunchao Wei
LM&RoLLMAGOffRLAI4TS
426
19
0
04 Nov 2024
Infogent: An Agent-Based Framework for Web Information Aggregation
Infogent: An Agent-Based Framework for Web Information AggregationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
R. Reddy
Sagnik Mukherjee
Jeonghwan Kim
Zhenhailong Wang
Dilek Z. Hakkani-Tür
Heng Ji
244
15
0
24 Oct 2024
Large Language Models Empowered Personalized Web Agents
Large Language Models Empowered Personalized Web AgentsThe Web Conference (WWW), 2024
Hongru Cai
Yongqi Li
Wenjie Wang
Fengbin Zhu
Xiaoyu Shen
Wenjie Li
Tat-Seng Chua
LLMAG
487
39
0
22 Oct 2024
Beyond Browsing: API-Based Web Agents
Beyond Browsing: API-Based Web AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Yueqi Song
Frank F. Xu
Shuyan Zhou
Graham Neubig
588
46
0
21 Oct 2024
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
Ido Levy
Ben Wiesel
Sami Marreed
Alon Oved
Avi Yaeli
Segev Shlomov
LLMAG
607
49
0
09 Oct 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents
A Survey on Complex Tasks for Goal-Directed Interactive Agents
Mareike Hartmann
Alexander Koller
LM&RoLLMAG
293
1
0
27 Sep 2024
NaviQAte: Functionality-Guided Web Application Navigation
NaviQAte: Functionality-Guided Web Application Navigation
M. Shahbandeh
Parsa Alian
Noor Nashid
Ali Mesbah
261
8
0
16 Sep 2024
Identifying User Goals from UI Trajectories
Identifying User Goals from UI Trajectories
Omri Berkovitch
Sapir Caduri
Noam Kahlon
Anatoly Efros
Avi Caciularu
Ido Dagan
LLMAG
349
9
0
20 Jun 2024
GUICourse: From General Vision Language Models to Versatile GUI Agents
GUICourse: From General Vision Language Models to Versatile GUI Agents
Wentong Chen
Junbo Cui
Jinyi Hu
Yujia Qin
Junjie Fang
...
Yupeng Huo
Yuan Yao
Yankai Lin
Zhiyuan Liu
Maosong Sun
LLMAG
411
88
0
17 Jun 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents
MMInA: Benchmarking Multihop Multimodal Internet Agents
Ziniu Zhang
Ziniu Zhang
Liangyu Chen
Yu Qiao
LLMAGLM&Ro
312
35
0
15 Apr 2024
Autonomous Evaluation and Refinement of Digital Agents
Autonomous Evaluation and Refinement of Digital Agents
Jiayi Pan
Yichi Zhang
Nicholas Tomlin
Yifei Zhou
Sergey Levine
Alane Suhr
ELM
507
97
0
09 Apr 2024
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents
Michael Lutz
Arth Bohra
Manvel Saroyan
Artem Harutyunyan
Giovanni Campagna
LLMAG
199
17
0
08 Apr 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents
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
537
16
0
18 Mar 2024
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist
  Autonomous Agents for Desktop and Web
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
493
105
0
27 Feb 2024
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
Xing Han Lù
Zdeněk Kasner
Siva Reddy
309
118
0
08 Feb 2024
WebVLN: Vision-and-Language Navigation on Websites
WebVLN: Vision-and-Language Navigation on Websites
Qi Chen
D. Pitawela
Chongyang Zhao
Gengze Zhou
Hsiang-Ting Chen
Qi Wu
241
19
0
25 Dec 2023
RoboGPT: an intelligent agent of making embodied long-term decisions for
  daily instruction tasks
RoboGPT: an intelligent agent of making embodied long-term decisions for daily instruction tasks
Yaran Chen
Wenbo Cui
Yuanwen Chen
Mining Tan
Xinyao Zhang
Dong Zhao
He Wang
LM&RoLLMAG
226
0
0
27 Nov 2023
Multi-Level Compositional Reasoning for Interactive Instruction
  Following
Multi-Level Compositional Reasoning for Interactive Instruction FollowingAAAI Conference on Artificial Intelligence (AAAI), 2023
Suvaansh Bhambri
Byeonghwi Kim
Jonghyun Choi
LM&Ro
269
14
0
18 Aug 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents
WebArena: A Realistic Web Environment for Building Autonomous AgentsInternational Conference on Learning Representations (ICLR), 2023
Shuyan Zhou
Frank F. Xu
Hao Zhu
Xuhui Zhou
Robert Lo
...
Tianyue Ou
Yonatan Bisk
Daniel Fried
Uri Alon
Graham Neubig
LLMAG
681
840
0
25 Jul 2023
Referring to Screen Texts with Voice Assistants
Referring to Screen Texts with Voice AssistantsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Shruti Bhargava
Anand Dhoot
I. Jonsson
Hoang Long Nguyen
Alkesh Patel
Hong-ye Yu
Vincent Renkens
206
2
0
10 Jun 2023
Mind2Web: Towards a Generalist Agent for the Web
Mind2Web: Towards a Generalist Agent for the WebNeural Information Processing Systems (NeurIPS), 2023
Xiang Deng
Yu Gu
Boyuan Zheng
Shijie Chen
Samuel Stevens
Boshi Wang
Huan Sun
Yu-Chuan Su
LLMAG
601
773
0
09 Jun 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios
  in the Wild?
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild?
Sang-Woo Lee
Sungdong Kim
Donghyeon Ko
Dong-hyun Ham
Youngki Hong
...
Wangkyo Jung
Dong Wang
Donghyun Kwak
H. Noh
W. Park
291
2
0
20 Dec 2022
UGIF: UI Grounded Instruction Following
UGIF: UI Grounded Instruction Following
S. Venkatesh
Partha P. Talukdar
S. Narayanan
286
20
0
14 Nov 2022
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUIConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Liangtai Sun
Xingyu Chen
Lu Chen
Tianle Dai
Zichen Zhu
Kai Yu
LLMAG
290
85
0
23 May 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches
Multimodal Conversational AI: A Survey of Datasets and Approaches
Anirudh S. Sundar
Larry Heck
166
33
0
13 May 2022
Procedures as Programs: Hierarchical Control of Situated Agents through
  Natural Language
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language
Shuyan Zhou
Pengcheng Yin
Graham Neubig
LM&Ro
231
1
0
16 Sep 2021
mForms : Multimodal Form-Filling with Question Answering
mForms : Multimodal Form-Filling with Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2020
Larry Heck
S. Heck
Anirudh S. Sundar
357
7
0
24 Nov 2020
1