Search Results for author: Christine Ye

Found 3 papers, 1 papers with code

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy

no code implementations • 2 Aug 2024 • Kartheik G. Iyer, Mikaeel Yunus, Charles O'Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciuca, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie Field, Tirthankar Ghosal, Michele Ginolfi, Marc Huertas-Company, Maja Jablonska, Sandor Kruk, Huiling Liu, Gabriel Marchidan, Rohit Mistry, J. P. Naiman, J. E. G. Peek, Mugdha Polimera, Sergio J. Rodriguez, Kevin Schawinski, Sanjib Sharma, Michael J. Smith, Yuan-Sen Ting, Mike Walmsley

The exponential growth of astronomical literature poses significant challenges for researchers navigating and synthesizing general insights or even domain-specific knowledge.

Astronomy Pathfinder

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Disentangling Dense Embeddings with Sparse Autoencoders

no code implementations • 1 Aug 2024 • Charles O'Neill, Christine Ye, Kartheik Iyer, John F. Wu

Sparse autoencoders (SAEs) have shown promise in extracting interpretable features from complex neural networks.

Astronomy

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Designing an Evaluation Framework for Large Language Models in Astronomy Research

1 code implementation • 30 May 2024 • John F. Wu, Alina Hyk, Kiera McCormick, Christine Ye, Simone Astarita, Elina Baral, Jo Ciuca, Jesse Cranney, Anjalie Field, Kartheik Iyer, Philipp Koehn, Jenn Kotler, Sandor Kruk, Michelle Ntampaka, Charles O'Neill, Joshua E. G. Peek, Sanjib Sharma, Mikaeel Yunus

It is imperative to understand how researchers interact with these models and how scientific sub-communities like astronomy might benefit from them.

Astronomy Chatbot +3

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