tanfiona / LLM-on-Tabular-Data-Prediction-Table-Understanding-Data-GenerationLinks
Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".
☆173Updated last year
Alternatives and similar repositories for LLM-on-Tabular-Data-Prediction-Table-Understanding-Data-Generation
Users that are interested in LLM-on-Tabular-Data-Prediction-Table-Understanding-Data-Generation are comparing it to the libraries listed below
Sorting:
- Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data☆417Updated 10 months ago
- ☆324Updated last year
- Resources on Large Language Models for Table Processing☆110Updated last year
- PLease check our latest version of relased code at https://github.com/microsoft/TableProvider/tree/main.☆41Updated last month
- 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☆566Updated last month
- ☆215Updated 7 months ago
- ☆90Updated last year
- ☆37Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆280Updated 10 months ago
- ☆61Updated 6 months ago
- PyTorch implementation of the paper "Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning", NeurIPS 2023☆61Updated last year
- A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"☆156Updated this week
- Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"☆34Updated 11 months ago
- ☆454Updated 6 months ago
- A Survey of Personalization: From RAG to Agent☆78Updated 2 months ago
- ☆35Updated 7 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆94Updated 2 weeks ago
- A Survey of Attributions for Large Language Models☆216Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆458Updated 7 months ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆110Updated 10 months ago
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆85Updated last year
- Official repository of the MIRAGE benchmark☆175Updated 11 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆119Updated 9 months ago
- ☆67Updated 2 years ago
- ☆29Updated last year
- The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"☆32Updated last year
- This repository contains all the code for the DTS-SQL paper☆54Updated last year
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆170Updated 10 months ago
- ☆317Updated 8 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆144Updated this week