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Workshop
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Reasoning Ability Emerges in Large Language Models as Aggregation of Reasoning Paths
Xinyi Wang · William Wang
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Poster
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Wed 14:00
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SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot
Elias Frantar · Dan Alistarh
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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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Poster
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Thu 16:30
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Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham · Prithviraj Ammanabrolu · Alane Suhr · Yejin Choi · Hannaneh Hajishirzi · Sameer Singh · Roy Fox
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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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Workshop
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Black Box Adversarial Prompting for Foundation Models
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Poster
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Tue 14:00
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A Kernel-Based View of Language Model Fine-Tuning
Sadhika Malladi · Alexander Wettig · Dingli Yu · Danqi Chen · 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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Sat 12:40
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Training Large Language Models on Cerebras Wafer-Scale Clusters AI (Natalia Vassilieva, Cerebras)
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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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Oral
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Wed 19:24
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SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot
Elias Frantar · Dan Alistarh
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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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