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108 Results
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Poster
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Tue 15:15 |
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu · Yong Cheng · Zhiruo Wang · Vivek Kumar · Wolfgang Macherey · Yanping Huang · David Ross · Irfan Essa · Yonatan Bisk · Ming-Hsuan Yang · Kevin Murphy · Alexander Hauptmann · Lu Jiang · Lu Jiang |
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Poster
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Tue 15:15 |
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang · Hao Fei · Yuan Yao · Wei Ji · Li Li · Zhiyuan Liu · Tat-Seng Chua |
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Poster
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Wed 8:45 |
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents Zihao Wang · Shaofei Cai · Guanzhou Chen · Anji Liu · Xiaojian (Shawn) Ma · Yitao Liang |
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Expo Demonstration
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Sun 9:00 |
Optimizing LLMs for Code: Fine-tuning Techniques & Architectures Katherin Madche |
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Poster
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Wed 8:45 |
Evaluating the Moral Beliefs Encoded in LLMs Nino Scherrer · Claudia Shi · Amir Feder · David Blei |
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Poster
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Tue 15:15 |
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs Laura Ruis · Akbir Khan · Stella Biderman · Sara Hooker · Tim Rocktäschel · Edward Grefenstette |
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Poster
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Tue 8:45 |
Joint Prompt Optimization of Stacked LLMs using Variational Inference Alessandro Sordoni · Eric Yuan · Marc-Alexandre Côté · Matheus Pereira · Adam Trischler · Ziang Xiao · Arian Hosseini · Friederike Niedtner · Nicolas Le Roux |
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Poster
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Tue 15:15 |
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers · Artidoro Pagnoni · Ari Holtzman · Luke Zettlemoyer |
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Oral
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Tue 13:55 |
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers · Artidoro Pagnoni · Ari Holtzman · Luke Zettlemoyer |
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Workshop
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MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs Vineeth Venugopal · Elsa Olivetti |
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Oral Session
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Thu 13:20 |
Oral 6A LLMs |
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Workshop
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Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs Suyu Ge · Yunan Zhang · Liyuan Liu · Minjia Zhang · Jiawei Han · Jianfeng Gao |