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End-to-end web testing is challenging due to the need to explore diverse web application functionalities.
Flakify: A black-box, language model-based predictor for flaky tests
Sakina Fatima, Taher A Ghaleb, and Lionel Briand. 2022 · 1927
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Sahisnu Mazumder and Oriana Riva. 2021 · 2010
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Crawling Ajax-Based Web Applications through Dynamic Analysis of User Interface State Changes
Ali Mesbah, Arie van Deursen, and Stefan Lenselink. 2012a · 2012
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Invariant-Based Automatic Testing of Modern Web Applications
Ali Mesbah, Arie van Deursen, and Danny Roest. 2012b · 2012
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Chapter Five - Approaches and Tools for Automated End-to-End Web Testing
Maurizio Leotta, Diego Clerissi, Filippo Ricca, and Paolo Tonella. 2016 · 2016
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Repairing Event Race Errors by Controlling Nondeterminism. In
Christoffer Quist Adamsen, Anders Møller, Rezwana Karim, Manu Sridharan, Frank Tip, and Koushik Sen. 2017 · 2017
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Izzeddin Gur, Ulrich Rueckert, Aleksandra Faust, and Dilek Hakkani-Tur. 2018 · 2018
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Focused Crawling Through Reinforcement Learning. In
Miyoung Han, Pierre-Henri Wuillemin, and Pierre Senellart. 2018 · 2018
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Reinforcement learning on web interfaces using workflow-guided exploration
Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, and Percy Liang. 2018 · 2018
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Diversity-based web test generation. In
Matteo Biagiola, Andrea Stocco, Filippo Ricca, and Paolo Tonella. 2019 · 2019
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Dependency-aware web test generation. In
Matteo Biagiola, Andrea Stocco, Filippo Ricca, and Paolo Tonella. 2020 · 2020
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Playwright
Microsoft. 2020 · 2020
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Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers
Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, and Ming Zhou. 2020 · 2020
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Near-duplicate detection in web app model inference. In
Rahulkrishna Yandrapally, Andrea Stocco, and Ali Mesbah. 2020 · 2020
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Web question answering with neurosymbolic program synthesis. In
Qiaochu Chen, Aaron Lamoreaux, Xinyu Wang, Greg Durrett, Osbert Bastani, and Isil Dillig. 2021 · 2021
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Adversarial Environment Generation for Learning to Navigate the Web
Izzeddin Gur, Natasha Jaques, Kevin Malta, Manoj Tiwari, Honglak Lee, and Aleksandra Faust. 2021 · 2021
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An automated model-based approach to repair test suites of evolving web applications
Javaria Imtiaz, Muhammad Zohaib Iqbal, and Muhammad Uzair khan. 2021 · 2021
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Tree-based focused web crawling with reinforcement learning
Andreas Kontogiannis, Dimitrios Kelesis, Vasilis Pollatos, Georgios Paliouras, and George Giannakopoulos. 2021 · 2021
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Glider: A reinforcement learning approach to extract UI scripts from websites. In
Yuanchun Li and Oriana Riva. 2021 · 2021
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Grounding open-domain instructions to automate web support tasks
Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James Landay, and Monica S Lam. 2021 · 2021
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Automatic web testing using curiosity-driven reinforcement learning. In
Yan Zheng, Yi Liu, Xiaofei Xie, Yepang Liu, Lei Ma, Jianye Hao, and Yang Liu. 2021 · 2021
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WebQA: Multihop and Multimodal QA. In
Yingshan Chang, Guihong Cao, Mridu Narang, Jianfeng Gao, Hisami Suzuki, and Yonatan Bisk. 2022 · 2022
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Understanding html with large language models
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, and Aleksandra Faust. 2022 · 2022
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Webshop: Towards scalable real-world web interaction with grounded language agents
Shunyu Yao, Howard Chen, John Yang, and Karthik Narasimhan. 2022 · 2022
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MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, et al · 2023
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A challenger to gpt-4v? early explorations of gemini in visual expertise
NaviQAte
2024 · 2024
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Selenium
2024 · 2024
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Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization). In
Toufique Ahmed, Kunal Suresh Pai, Premkumar Devanbu, and Earl Barr. 2024 · 2024
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Semantic Constraint Inference for Web Form Test Generation. In
Parsa Alian, Noor Nashid, Mobina Shahbandeh, and Ali Mesbah. 2024a · 2024
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A Feature-Based Approach to Generating Comprehensive End-to-End Tests
Parsa Alian, Noor Nashid, Mobina Shahbandeh, Taha Shabani, and Ali Mesbah. 2024b · 2024
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Web application testing—Challenges and opportunities
Sebastian Balsam and Deepti Mishra. 2024 · 2024
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Chaoyou Fu, Renrui Zhang, Haojia Lin, Zihan Wang, Timin Gao, Yongdong Luo, Yubo Huang, Zhengye Zhang, Longtian Qiu, Gaoxiang Ye, et al · 2023
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Multimodal Web Navigation with Instruction-Finetuned Foundation Models
Hiroki Furuta, Ofir Nachum, Kuang-Huei Lee, Yutaka Matsuo, Shixiang Shane Gu, and Izzeddin Gur. 2023 · 2023
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Large language models are few-shot testers: Exploring llm-based general bug reproduction. In
Sungmin Kang, Juyeon Yoon, and Shin Yoo. 2023 · 2023
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Fill in the Blank: Context-aware Automated Text Input Generation for Mobile GUI Testing. In
Zhe Liu, Chunyang Chen, Junjie Wang, Xing Che, Yuekai Huang, Jun Hu, and Qing Wang. 2023 · 2023
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Retrieval-Based Prompt Selection for Code-Related Few-Shot Learning. In
Noor Nashid, Mifta Sintaha, and Ali Mesbah. 2023 · 2023
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QExplore: An exploration strategy for dynamic web applications using guided search
Salman Sherin, Asmar Muqeet, Muhammad Uzair Khan, and Muhammad Zohaib Iqbal. 2023 · 2023
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HeaP: Hierarchical Policies for Web Actions using LLMs
Paloma Sodhi, SRK Branavan, and Ryan McDonald. 2023 · 2023
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Neural embeddings for web testing
Andrea Stocco, Alexandra Willi, Luigi Libero Lucio Starace, Matteo Biagiola, and Paolo Tonella. 2023 · 2023
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Webvln: Vision-and-language navigation on websites. In
Qi Chen, Dileepa Pitawela, Chongyang Zhao, Gengze Zhou, Hsiang-Ting Chen, and Qi Wu. 2024 · 2024
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Mind2web: Towards a generalist agent for the web
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Sam Stevens, Boshi Wang, Huan Sun, and Yu Su. 2024 · 2024
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Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
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A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis. In
Izzeddin Gur, Hiroki Furuta, Austin V Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, and Aleksandra Faust. 2024 · 2024
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AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent
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Leveraging Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
Tao Li, Chenhui Cui, Lei Ma, Dave Towey, Yujie Xie, and Rubing Huang. 2024 · 2024
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LASER: LLM Agent with State-Space Exploration for Web Navigation
Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Wenhao Yu, and Dong Yu. 2024 · 2024
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Large language models: A survey
Shervin Minaee, Tomas Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, and Jianfeng Gao. 2024 · 2024
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Compositional chain-of-thought prompting for large multimodal models. In
Chancharik Mitra, Brandon Huang, Trevor Darrell, and Roei Herzig. 2024 · 2024
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Contextual API Completion for Unseen Repositories Using LLMs
Noor Nashid, Taha Shabani, Parsa Alian, and Ali Mesbah. 2024 · 2024
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WebCanvas: Benchmarking Web Agents in Online Environments
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Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning. In
Lucas-Andrei Thil, Mirela Popa, and Gerasimos Spanakis. 2024 · 2024
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The Web unpacked: a quantitative analysis of global Web usage
Henrique S. Xavier. 2024 · 2024
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Gpt-4v (ision) is a generalist web agent, if grounded
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, and Yu Su. 2024 · 2024
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WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig. 2024 · 2024
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