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Poster
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Wed 14:00
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Specializing Smaller Language Models towards Multi-Step Reasoning
Yao Fu · Hao Peng · Litu Ou · Ashish Sabharwal · Tushar Khot
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Workshop
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Sat 13:30
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Invited Talk: Improving Open Language Models by Learning from Organic Interactions by Jason Weston
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Oral
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Wed 19:16
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Specializing Smaller Language Models towards Multi-Step Reasoning
Yao Fu · Hao Peng · Litu Ou · Ashish Sabharwal · Tushar Khot
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Poster
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Tue 17:00
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Task-Specific Skill Localization in Fine-tuned Language Models
Abhishek Panigrahi · Nikunj Saunshi · Haoyu Zhao · Sanjeev Arora
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Workshop
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Data Similarity is Not Enough to Explain Language Model Performance
Gregory Yauney · Emily Reif · David Mimno
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Workshop
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Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting
Rylan Schaeffer · Kateryna Pistunova · Samar Khanna · Sarthak Consul · Sanmi Koyejo
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Workshop
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Language Models can Solve Computer Tasks
Geunwoo Kim · Pierre Baldi · Stephen Mcaleer
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Poster
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Wed 14:00
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Can Large Language Models Reason about Program Invariants?
Kexin Pei · David Bieber · Kensen Shi · Charles Sutton · Pengcheng Yin
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Workshop
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Black Box Adversarial Prompting for Foundation Models
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Workshop
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GPT-Zip: Deep Compression of Finetuned Large Language Models
Berivan Isik · Hermann Kumbong · Wanyi Ning · Xiaozhe Yao · Sanmi Koyejo · Ce Zhang
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Poster
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Tue 14:00
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Cramming: Training a Language Model on a single GPU in one day.
Jonas Geiping · Tom Goldstein
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Workshop
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CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models
Lorenz Kuhn · Yarin Gal · Sebastian Farquhar
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