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Computer Agents
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Computer Agents
Grounding Computer Use Agents on Human Demonstrations
Building reliable computer-use agents requires grounding: accurately connecting natural language instructions to the correct on-screen …
Aarash Feizi
,
Shravan Nayak
,
Xiangru Jian
,
Kevin Qinghong Lin
,
Kaixin Li
,
Rabiul Awal
,
Xing Han Lu
,
Johan Obando
,
Juan A. Rodriguez
,
Nicolas Chapados
,
David Vazquez
,
Adriana Romero Soriano
,
Reihaneh Rabbany
,
Perouz Taslakian
,
Christopher Pal
,
Spandana Gella
,
Sai Rajeswar Mudumba
International Conference on Learning Representations, 2026.
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A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
Existing approaches for low-resource text summarization primarily employ large language models (LLMs) like GPT-3 or GPT-4 at inference …
Gaurav Sahu
,
Olga Vechtomova
,
Issam H. Laradji
North American Chapter of the Association for Computational Linguistics (NAACL), 2025.
Article
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