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Mengyu Zhou

TablePilot; Recommending Human-Preferred Tabular Data Analysis with Large Language Models

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Mar 17, 2025
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TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models

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Mar 06, 2025
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Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning

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Oct 16, 2024
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SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

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Jul 12, 2024
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PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

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Jul 02, 2024
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Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities

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May 25, 2024
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CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing

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Mar 20, 2024
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Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

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Dec 21, 2023
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TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

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Dec 14, 2023
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Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs

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May 22, 2023
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