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23 Results
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Workshop
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Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection Yu Bai · Fan Chen · Huan Wang · Caiming Xiong · Song Mei |
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Poster
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Tue 17:00 |
Transformers as Algorithms: Generalization and Stability in In-context Learning Yingcong Li · Muhammed Ildiz · Dimitris Papailiopoulos · Samet Oymak |
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Workshop
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Backdoor Attacks for In-Context Learning with Language Models |
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Workshop
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A Closer Look at In-Context Learning under Distribution Shifts Kartik Ahuja · David Lopez-Paz |
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Poster
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Thu 13:30 |
PFNs4BO: In-Context Learning for Bayesian Optimization Samuel Gabriel Müller · Matthias Feurer · Noah Hollmann · Frank Hutter |
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Workshop
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Structured State Space Models for In-Context Reinforcement Learning Christopher Lu · Yannick Schroecker · Albert Gu · Emilio Parisotto · Jakob Foerster · Satinder Singh · Feryal Behbahani |
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Workshop
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Lexinvariant Language Models Qian Huang · Eric Zelikman · Sarah Chen · Yuhuai Wu · Greg Valiant · Percy Liang |
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Workshop
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PRODIGY: Enabling In-context Learning Over Graphs Qian Huang · Hongyu Ren · Peng Chen · Gregor Kržmanc · Daniel Zeng · Percy Liang · Jure Leskovec |
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Workshop
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Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning Xinyi Wang · Wanrong Zhu · Michael Saxon · Mark Steyvers · William Wang |
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Poster
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Wed 14:00 |
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning Songtao Liu · Zhengkai Tu · Minkai Xu · Zuobai Zhang · Lu Lin · ZHITAO YING · Jian Tang · Peilin Zhao · Dinghao Wu |
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Workshop
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Semi-supervised Tabular Classification via In-context Learning of Large Language Models Jaehyun Nam · Woomin Song · Seong Hyeon Park · Jihoon Tack · Sukmin Yun · Jaehyung Kim · Jinwoo Shin |
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Workshop
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In-Context Exemplars as Clues to Retrieving \\ from Large Associative Memory Jiachen Zhao |