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Poster
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Thu 16:30
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NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning
Tianxin Wei · Zeming Guo · Yifan Chen · Jingrui He
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Workshop
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Fri 17:15
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Preference Proxies: Evaluating Large Language Models in capturing Human Preferences in Human-AI Tasks
Mudit Verma · Siddhant Bhambri · Subbarao Kambhampati
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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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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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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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Poster
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Tue 17:00
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Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models
Phillip Rust · Anders Søgaard
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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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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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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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Can Large Language Models Reason about Program Invariants?
Kexin Pei · David Bieber · Kensen Shi · Charles Sutton · Pengcheng Yin
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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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Large Language Models as a Proxy For Human Evaluation in Assessing the Comprehensibility of Disordered Speech Transcription
Katrin Tomanek · Jimmy Tobin · Subhashini Venugopalan · Richard Cave · Katie Seaver · Rus Heywood · Jordan Green
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