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Workshop
Integrating Visual and Linguistic Instructions for Context-Aware Navigation Agents
Suhwan Choi · Yongjun Cho · Minchan Kim · Jaeyoon Jung · Myunchul Joe · Park Yu Been · Minseo Kim · Sungwoong Kim · Sungjae Lee · WHISEONG PARK · Jiwan Chung · Youngjae Yu
Poster
Thu 11:00 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou
Workshop
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
Gaurav Verma · Rachneet Kaur · Nishan Srishankar · Zhen Zeng · Tucker Balch · Manuela Veloso
Workshop
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam · Tamer Abuelsaad · Aditya Vempaty · Ashish Jagmohan
Workshop
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
Lawrence Jang · Yinheng Li · Charles Ding · Justin Lin · Paul Pu Liang · Dan Zhao · Rogerio Bonatti · Kazuhito Koishida
Workshop
Fine-Tuning Web Agents: It Works, But It's Trickier Than You Think
Massimo Caccia · Megh Thakkar · Léo Boisvert · Thibault de Chezelles · Alexandre Piche · Nicolas Chapados · Alexandre Drouin · Maxime Gasse · Alexandre Lacoste
Poster
Thu 11:00 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Tianyue Ou · Frank F. Xu · Aman Madaan · Jiarui Liu · Robert Lo · Abishek Sridhar · Sudipta Sengupta · Dan Roth · Graham Neubig · Shuyan Zhou