TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
☆245Aug 20, 2025Updated 6 months ago
Alternatives and similar repositories for TableLLM
Users that are interested in TableLLM are comparing it to the libraries listed below
Sorting:
- We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理☆610Dec 15, 2025Updated 2 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆136May 14, 2024Updated last year
- Resources on Large Language Models for Table Processing☆110Oct 24, 2024Updated last year
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆83May 8, 2025Updated 9 months ago
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆107Dec 16, 2025Updated 2 months ago
- ☆27Dec 29, 2023Updated 2 years ago
- The official data and code for EMNLP 2023 main conference paper: CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular D…☆13May 19, 2025Updated 9 months ago
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆18Nov 15, 2024Updated last year
- Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data☆423Dec 22, 2024Updated last year
- ☆43Aug 24, 2024Updated last year
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆32May 19, 2025Updated 9 months ago
- 本项目旨在收集开源的表格智能任务数据集(比如表格问答、表格-文本生成等),将原始数据整理为指令微调格式的数据并微调LLM,进而增强LLM对于表格数据的理解,最终构建出专门面向表格智能任务的大型语言模型。☆639Apr 22, 2024Updated last year
- ☆19Jan 18, 2022Updated 4 years ago
- [EMNLP 2025] Code for paper "Table-R1: Inference-Time Scaling for Table Reasoning"☆29Jun 3, 2025Updated 8 months ago
- PLease check our latest version of relased code at https://github.com/microsoft/TableProvider/tree/main.☆42Sep 5, 2025Updated 5 months ago
- The official code of TACL 2022, "Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition".☆11Oct 18, 2021Updated 4 years ago
- The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"☆35Apr 28, 2024Updated last year
- A pre-built agent for TableGPT2.☆632Feb 11, 2026Updated 2 weeks ago
- Codes for paper SoAy: A Service-oriented APIs Applying Framework of Large Language Models☆27Jul 14, 2025Updated 7 months ago
- A Python library for processing and filtering TabLib☆13Aug 24, 2024Updated last year
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆417Nov 28, 2023Updated 2 years ago
- CTE: Contextualized Table Extraction Dataset☆17Feb 23, 2023Updated 3 years ago
- The official code for NAACL 2024 paper: $E^5$: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, …☆14Jun 23, 2024Updated last year
- ☆94May 21, 2024Updated last year
- This repository contains the code for the paper: SirLLM: Streaming Infinite Retentive LLM☆60May 28, 2024Updated last year
- 雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆315Aug 8, 2024Updated last year
- 从零构建了Agent中最重要的功能-function call☆17Oct 16, 2024Updated last year
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆225Jun 12, 2025Updated 8 months ago
- A collection of AWESOME language modeling techniques on tabular data applications.☆32Oct 14, 2024Updated last year
- ☆96Dec 6, 2024Updated last year
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆23Dec 4, 2024Updated last year
- The project page for "SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables"☆23Dec 21, 2023Updated 2 years ago
- ☆336Nov 2, 2023Updated 2 years ago
- ☆31Sep 4, 2021Updated 4 years ago
- 整理目前开源的最优表格识别模型,完善前后处理,模型转换为ONNX | Organize the currently open-source optimal table recognition models, improve pre-processing and post-…☆924Aug 3, 2025Updated 6 months ago
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆191Oct 12, 2024Updated last year
- ☆61Nov 18, 2024Updated last year
- A dataset of complex questions on semi-structured Wikipedia tables☆182Mar 19, 2021Updated 4 years ago
- Dataset for TACL 2022 paper: "FeTaQA: Free-form Table Question Answering"☆87May 11, 2023Updated 2 years ago