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Workshop
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Sun 14:00
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Invited talk: Valid scientific inference with neural density estimators and generative models
Ann Lee
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Poster
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Wed 11:00
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SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
Dan Zhang · Ziniu Hu · Sining Zhoubian · Zhengxiao Du · Kaiyu Yang · Zihan Wang · Yisong Yue · Yuxiao Dong · Jie Tang
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Poster
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Thu 11:00
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HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
Qianyue Hao · Jingyang Fan · Fengli Xu · Jian Yuan · Yong Li
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Workshop
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Neural Infalling Clouds: Increasing the Efficacy of Subgrid Models and Scientific Equation Discovery using Neural ODEs and Symbolic Regression
Brent Tan
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Workshop
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PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models
Eli Carrami · Sahand Sharifzadeh
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Workshop
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CLOUD: A Scalable Scientific Foundation Model for Crystal Representation Learning
Changwen Xu · Zhu · Venkatasubramanian Viswanathan
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Poster
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Thu 16:30
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DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
Jonas Belouadi · Simone Ponzetto · Steffen Eger
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Workshop
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Towards Interpretable Scientific Foundation Models: Sparse Autoencoders for Disentangling Dense Embeddings of Scientific Concepts
Charles O'Neill · Christine Ye · Kartheik Iyer · John Wu
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Workshop
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Sun 16:15
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Towards Interpretable Scientific Foundation Models: Sparse Autoencoders for Disentangling Dense Embeddings of Scientific Concepts
Charles O'Neill · Christine Ye · Kartheik Iyer · John Wu
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Poster
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Thu 16:30
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SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
Jonathan Roberts · Kai Han · Neil Houlsby · Samuel Albanie
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Workshop
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Scientific Knowledge Graph and Ontology Generation using Open Large Language Models
Alexandru Oarga · Matthew Hart · Andres M Bran · Magdalena Lederbauer · Philippe Schwaller
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Workshop
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Scientific Knowledge Graph and Ontology Generation using Open Large Language Models
Alexandru Oarga · Matthew Hart · Andres M Bran · Magdalena Lederbauer · Philippe Schwaller
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