SpursGoZmy / Awesome-Tabular-LLMsView external linksLinks
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
☆606Dec 15, 2025Updated last month
Alternatives and similar repositories for Awesome-Tabular-LLMs
Users that are interested in Awesome-Tabular-LLMs are comparing it to the libraries listed below
Sorting:
- 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。☆638Apr 22, 2024Updated last year
- Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data☆423Dec 22, 2024Updated last year
- Resources on Large Language Models for Table Processing☆110Oct 24, 2024Updated last year
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆245Aug 20, 2025Updated 5 months ago
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆224Jun 12, 2025Updated 8 months ago
- ☆43Aug 24, 2024Updated last year
- ☆27Dec 29, 2023Updated 2 years ago
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆82May 8, 2025Updated 9 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆136May 14, 2024Updated last year
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆88Jun 18, 2024Updated last year
- PLease check our latest version of relased code at https://github.com/microsoft/TableProvider/tree/main.☆42Sep 5, 2025Updated 5 months ago
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆106Dec 16, 2025Updated last month
- HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization☆17May 29, 2025Updated 8 months ago
- A collection of AWESOME language modeling techniques on tabular data applications.☆32Oct 14, 2024Updated last year
- 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
- Official implementation of the paper "ALTER: Augmentation for Large-Table-Based Reasoning"☆15Aug 26, 2024Updated last year
- TAT-DQA: Towards Complex Document Understanding By Discrete Reasoning☆23Sep 17, 2024Updated last year
- [EMNLP 2025] Code for paper "Table-R1: Inference-Time Scaling for Table Reasoning"☆29Jun 3, 2025Updated 8 months ago
- A dataset of complex questions on semi-structured Wikipedia tables☆182Mar 19, 2021Updated 4 years ago
- 🔥[NeurIPS'24] Official repository for the paper “Are Large Language Models Good Statisticians?”☆32Apr 13, 2025Updated 10 months 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 8 months ago
- Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer m…☆41Aug 21, 2023Updated 2 years ago
- A Toolkit for Table-based Question Answering☆115Oct 19, 2023Updated 2 years ago
- A Curated List of Awesome Table Structure Recognition (TSR) Research. Including models, papers, datasets and codes. Continuously updating…☆225Sep 9, 2024Updated last year
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,799Dec 12, 2023Updated 2 years ago
- A comprehensive paper list of Reasoning over Tables.☆30Nov 6, 2022Updated 3 years ago
- The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"☆35Apr 28, 2024Updated last year
- A curated list of recent and past chart understanding work based on our IEEE TKDE survey paper: From Pixels to Insights: A Survey on Auto…☆231Dec 17, 2025Updated last month
- This is the repository for NAACL'25 paper "TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning"☆56May 3, 2025Updated 9 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
- Data and code for EMNLP 2023 industry-track paper "Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-W…☆30Jan 5, 2024Updated 2 years ago
- This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide pract…☆1,314Feb 3, 2026Updated last week
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.☆3,486Jan 26, 2026Updated 2 weeks ago
- Python and JS tools to generate Printed LaTex formulas and images☆16Oct 26, 2023Updated 2 years ago
- A comprehensive paper list of Table-based Question Answering.☆36Sep 1, 2023Updated 2 years ago
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆325Aug 25, 2023Updated 2 years ago
- Dataset and code for EMNLP2020 paper "HybridQA: A Dataset of Multi-Hop Question Answeringover Tabular and Textual Data"☆243Jun 3, 2023Updated 2 years ago
- ☆19Dec 7, 2024Updated last year
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆18Nov 15, 2024Updated last year