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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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Workshop
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Protein Sequence Design in a Latent Space via Model-based Reinforcement Learning
Minji Lee · Luiz Felipe Vecchietti · Hyunkyu Jung · Hyunjoo Ro · Ho Min Kim · Meeyoung Cha
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Workshop
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Sat 12:20
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Seq2MSA: A Language Model for Protein Sequence Diversification
Pascal Sturmfels · Roshan Rao · Robert Verkuil · Zeming Lin · Tom Sercu · Adam Lerer · Alex Rives
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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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Seq2MSA: A Language Model for Protein Sequence Diversification
Pascal Sturmfels · Roshan Rao · Robert Verkuil · Zeming Lin · Tom Sercu · Adam Lerer · Alex Rives
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Workshop
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Tuned Quadratic Landscapes for Benchmarking Model-Guided Protein Design
Neil Thomas · Atish Agarwala · David Belanger · Yun Song · Lucy Colwell
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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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Wed 14:00
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Exploring evolution-aware & -free protein language models as protein function predictors
Mingyang Hu · Fajie Yuan · Kevin Yang · Fusong Ju · Jin Su · Hui Wang · Fei Yang · Qiuyang Ding
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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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Affinity Workshop
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Panel: Pretrained Language Models for North African Languages: Prospects and Challenges
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Poster
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PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
Yuting Gao · Jinfeng Liu · Zihan Xu · Jun Zhang · Ke Li · Rongrong Ji · Chunhua Shen
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