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Workshop
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Automatically Generating Custom Context-Driven SFT Data for LLMs with Multi-Granularity
Shanghaoran Quan
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Tutorial
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Tue 13:30
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Sandbox for the Blackbox: How LLMs Learn Structured Data?
Bingbin Liu · Ashok Vardhan Makkuva · Jason Lee
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Workshop
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Towards Agentic Schema Refinement
Agapi Rissaki · Ilias Fountalis · Nikolaos Vasiloglou · Wolfgang Gatterbauer
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Workshop
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Sat 12:00
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Harnessing Large Language Models for Market Research: A Data-augumentation Approach
Mengxin Wang · Dennis Zhang · Heng Zhang
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Poster
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Wed 16:30
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Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
Michael Crawshaw · Mingrui Liu
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Workshop
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LLMs as Emotion Analyzers for Causal Models: Partial Identification with Fuzzy Interval Data
Huidi Ma · Wendao Xue · Yifan Yu
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Expo Talk Panel
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Tue 12:00
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Demystify Financial Textual Data with LLMs
Dianqi Li
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Workshop
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Lithium-Ion Battery System Health Monitoring and Resistance-Based Fault Analysis from Field Data Using Recursive Spatiotemporal Gaussian Processes
Joachim Schaeffer · Eric Lenz · Duncan Gulla · Martin Z, Bazant · Richard Braatz · Rolf Findeisen
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Poster
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Fri 11:00
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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
Yingcong Li · Ankit Rawat · Samet Oymak
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Poster
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Wed 16:30
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Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
Yinlin Deng · Chunqiu Steven Xia · Zhezhen Cao · Meiziniu Li · LINGMING ZHANG
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Workshop
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Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs
Yung-Chieh Chan · George Pu · Apaar Shanker · Parth Suresh · Penn Jenks · John Heyer · Sam Denton
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Workshop
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Can large language models reason about causal relationships in multimodal time series data?
Elizabeth Healey · Isaac S Kohane
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