Conversational Web Navigation
1개 벤치마크 · 논문 3편 · 이 태스크의 논문 보기 →
Benchmarks
WebLINX
결과 17개
Most implemented
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
2024-02-08 · 구현 2개
On the Multi-turn Instruction Following for Conversational Web Agents
2024-02-23 · 구현 1개
Papers
From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents
2024-10-31
· Nalin Tiwary, Vardhan Dongre, Sanil Arun Chawla, Ashwin Lamani 외
Recent advancements in Large Language Model (LLM)-based frameworks have extended their capabilities to complex real-world applications, such as interactive web navigation. These systems, driven by user commands, navigate…
Action AnalysisConversational Web NavigationLanguage ModelingLanguage Modelling+3On the Multi-turn Instruction Following for Conversational Web Agents
2024-02-23
· Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan 외
Web agents powered by Large Language Models (LLMs) have demonstrated remarkable abilities in planning and executing multi-step interactions within complex web-based environments, fulfilling a wide range of web navigation…
Conversational Web NavigationInstruction FollowingWebLINX: Real-World Website Navigation with Multi-Turn Dialogue
2024-02-08
· Xing Han Lù, Zdeněk Kasner, Siva Reddy
We propose the problem of conversational web navigation, where a digital agent controls a web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue fashion. To support this problem, we …
Conversational Web NavigationText GenerationVision and Language Navigation