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Workshop
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Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains
Pierre Chambon · Christian Bluethgen · Curtis Langlotz · Akshay Chaudhari
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Affinity Workshop
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Exploiting Pretrained Biochemical Language Models for Targeted Drug Design
Gökçe Uludoğan · Arzucan Özgür · Elif Ozkirimli · Kutlu Ülgen · Nilgün Karalı
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Poster
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Wed 9:00
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Semantic Exploration from Language Abstractions and Pretrained Representations
Allison Tam · Neil Rabinowitz · Andrew Lampinen · Nicholas Roy · Stephanie Chan · DJ Strouse · Jane Wang · Andrea Banino · Felix Hill
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Workshop
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Predicting Immune Escape with Pretrained Protein Language Model Embeddings
Kyle Swanson · Howard Chang · James Zou
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Workshop
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Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model
Jacob Eisenstein · Daniel Andor · Bernd Bohnet · Michael Collins · David Mimno
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Workshop
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BudgetLongformer: Can we Cheaply Pretrain a SOTA Legal Language Model From Scratch?
Joel Niklaus · Daniele Giofrè
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Poster
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Tue 9:00
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CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Hung Le · Yue Wang · Akhilesh Deepak Gotmare · Silvio Savarese · Steven Chu Hong Hoi
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Poster
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Thu 14:00
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Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Bowen Baker · Ilge Akkaya · Peter Zhokov · Joost Huizinga · Jie Tang · Adrien Ecoffet · Brandon Houghton · Raul Sampedro · Jeff Clune
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Affinity Workshop
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Panel: Pretrained Language Models for North African Languages: Prospects and Challenges
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Workshop
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Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning
Shuo Xie · Jiahao Qiu · Ankita Pasad · Li Du · Qing Qu · Hongyuan Mei
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Poster
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Tue 9:00
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Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Yu Meng · Jiaxin Huang · Yu Zhang · Jiawei Han
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Workshop
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Pretrained protein language model transfer learning: is the final layer representation what we want?
Francesca-Zhoufan Li · Ava Soleimany · Kevin Yang · Alex X Lu
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