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170 Results
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Workshop
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Sat 15:45 |
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs Ruijia Niu · Dongxia Wu · Rose Yu · Yian Ma |
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Workshop
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Optimizing Fine-Tuning Efficiency: Gradient Subspace Tracking on Grassmann Manifolds for Large Language Models Sahar Rajabi · Sirisha Rambhatla |
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Workshop
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Fine-Tuning Language Models for Ethical Ambiguity: A Comparative Study of Alignment with Human Responses Pranav Senthilkumar · Visshwa Balasubramanian · Aneesa Maity · Prisha Jain · Kevin Zhu · Jonathan Lu |
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Workshop
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Sat 15:45 |
Privately Learning from Graphs with Applications in Fine-tuning Large Pretrained Models Haoteng YIN · Rongzhe Wei · Eli Chien · Pan Li |
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Workshop
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Fine-Tuned MLP-Mixer Foundation Models as data-driven Numerical Surrogates? Imran Nasim · João Almeida |
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Workshop
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Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs Jonas Hübotter · Sascha Bongni · Ido Hakimi · Andreas Krause |
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Workshop
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Fine-Tuning Web Agents: It Works, But It's Trickier Than You Think Massimo Caccia · Megh Thakkar · Léo Boisvert · Thibault de Chezelles · Alexandre Piche · Nicolas Chapados · Alexandre Drouin · Maxime Gasse · Alexandre Lacoste |
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Workshop
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Evaluating Chemistry Prompts for Large-Language Model Fine-Tuning Carmelo Gonzales · Michael Pieler · Kevin Maik Jablonka · Santiago Miret |
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Poster
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Thu 16:30 |
Fine-Tuning is Fine, if Calibrated Zheda Mai · Arpita Chowdhury · Ping Zhang · Cheng-Hao Tu · Hong-You Chen · Vardaan Pahuja · Tanya Berger-Wolf · Song Gao · Charles Stewart · Yu Su · Wei-Lun (Harry) Chao |
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Workshop
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Representation Tuning Christopher Ackerman |
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Workshop
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Fine tuning language models to align fidelity and efficiency of generative retrieval in multi-turn dialogues Jeremy Curuksu |
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Poster
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Wed 16:30 |
Order-Independence Without Fine Tuning Reid McIlroy-Young · Katrina Brown · Conlan Olson · Linjun Zhang · Cynthia Dwork |