Christopher Coleman
Research Intern, Semantic Scholar at Ai2
Based in Baltimore, United States
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Seniority
Staff
Department
Research & Development
Location
Baltimore
Industry
Non-profit Organizations
Company size
319
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c•••••••@allenai.org
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Background
About Christopher Coleman
I'm currently a second-year computer science PhD student at Northwestern University, doing research related to machine learning and natural language processing. Broadly, I'm interested in pre-trained language models- Mechanisms and limitations in acquiring knowledge and adapting to novel domains - Disentangling the roles of pre-training objectives, corpora, and architectures - Understanding (extended) pre-training with specific tasks (e.g. domain-adaptive pre-training, extreme multi-tasking, chain-of-thought data) Since June 2022, I've also been working as a research intern for Semantic Scholar at the Allen Institute for Artificial Intelligence. I work on developing parameter-efficient fine-tuning methods for massive encoder-decoder models. Here, I focus on scientific text and tasks (mostly biomedical texts).(updated December 2022)
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