Robert Lo

4 papers · 2023–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (1) EMNLP (1) ICLR (1) NeurIPS (1)

Top co-authors

Shuyan Zhou (4) Graham Neubig (3) Abishek Sridhar (3) Tianyue Ou (2) Daniel Fried (2) Hao Zhu (2) Frank F. Xu (2) Xuhui Zhou (1) Aman Madaan (1) Lawrence Jang (1)

Research topics

Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Deep Learning (2) Learning Types · Deep Learning (2) Resources & Methods (2) Machine Learning (1) Application Areas (1) Applications (1) Generation (1) Learning Types · Machine Learning (1)

Keywords

large language model (2) web agent (2) autonomous agent (2) action prediction (1) language model (1) multimodal agent (1) language model agent (1) supervised fine-tuning (1) digital agent (1) synthetic demonstration (1) indirect knowledge (1) web task (1) task automation (1) multimodal language model (1) interactive decision making (1) web navigation (1) task completion (1) natural language command (1) hierarchical prompting (1) web automation (1)

Papers

Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NeurIPS 2024 VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks ACL 2024 WebArena: A Realistic Web Environment for Building Autonomous Agents ICLR 2024 Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023