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149 Results
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Poster
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Fri 11:00 |
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding Zhenyu Zhang · Runjin Chen · Shiwei Liu · Zhewei Yao · Olatunji Ruwase · Beidi Chen · Xiaoxia Wu · Zhangyang "Atlas" Wang |
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Poster
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Fri 11:00 |
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood Ziyi Liu · Idan Attias · Dan Roy |
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Workshop
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Sun 8:45 |
Learning to Act in Noisy Contexts Using Deep Proxy Learning (Invited Talk by Arthur Gretton) Arthur Gretton |
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Poster
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Wed 11:00 |
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification Junru Chen · Tianyu Cao · Jing Xu · Jiahe Li · Zhilong Chen · Tao Xiao · YANG YANG |
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Poster
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Fri 11:00 |
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation Hanzhang Zhou · Zijian Feng · Zixiao Zhu · Junlang Qian · Kezhi Mao |
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Workshop
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Learning Symmetric Contexts for Anomaly Detection Alain Ryser · Thomas Sutter · Alexander Marx · Julia Vogt |
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Poster
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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu |
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Poster
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Wed 16:30 |
Balancing Context Length and Mixing Times for Reinforcement Learning at Scale Matthew Riemer · Khimya Khetarpal · Janarthanan Rajendran · Sarath Chandar |
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Poster
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Wed 16:30 |
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language James Requeima · John Bronskill · Dami Choi · Richard Turner · David Duvenaud |
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Poster
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Thu 16:30 |
Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack · Jaehyung Kim · Eric Mitchell · Jinwoo Shin · Yee Whye Teh · Jonathan Richard Schwarz |
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Poster
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Fri 16:30 |
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context Zihao Li · Yuan Cao · Cheng Gao · Yihan He · Han Liu · Jason Klusowski · Jianqing Fan · Mengdi Wang |
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Poster
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Thu 16:30 |
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses JIANAN LI · Quan Tu · Cunli Mao · Zhengtao Yu · Ji-Rong Wen · Rui Yan |