JSM2024
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Topic-Contributed Paper Session

Harnessing Large Language Models: Opportunities and Challenges for Statistics

Tue, Aug 6, 2:00 PM - 3:50 PM
Weijie SuOrganizerQi LongOrganizerLinjun ZhangChair
Section on Statistical Learning and Data Science

4 Presentations

Aligning Large Language Models with Consensus between Preference and Policy
2:05 PM - 2:25 PM
jiancong xiao (Department of Biostatistics and Epidemiology, University of Pennsylvania)
On the Use of Bandits and Low-Rank Factorization to Speed up LLM-based Evaluation
2:25 PM - 2:45 PM
Ruihan Wu
Distribution-aware Pruning Strategy for Large Language Models: from Unstructured to Structured Pruning
2:45 PM - 3:05 PM
Qi Lei (New York University)
Presentation
3:05 PM - 3:25 PM
Ludwig Schmidt (Department of Computer Science, University of Washington)
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