SpursGoZmy / Awesome-Tabular-LLMs
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
☆234Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Tabular-LLMs
- ☆279Updated 6 months ago
- Resources on Large Language Models for Table Processing☆74Updated last month
- ☆132Updated 8 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆241Updated 3 weeks ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆326Updated 6 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆135Updated 3 months ago
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆153Updated 2 months ago
- Collection of training data management explorations for large language models☆287Updated 3 months ago
- The report of a fine-tuned GPT model unifying tables, natural language, and commands.☆102Updated 11 months ago
- A Toolkit for Table-based Question Answering☆105Updated last year
- This is the repo for the survey of LLM4IR.☆437Updated 2 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆308Updated 2 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆513Updated last week
- This is the official github repo of Think-on-Graph. If you are interested in our work or willing to join our research team in Shenzhen, p…☆412Updated 8 months ago
- Corrective Retrieval Augmented Generation☆298Updated last month
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆193Updated 4 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆120Updated last week
- ☆34Updated 2 months ago
- This is the repository for the Tool Learning survey.☆256Updated 2 weeks ago
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆164Updated last month
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆340Updated 4 months ago
- an intro to retrieval augmented large language model☆265Updated last year
- 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。☆479Updated 7 months ago
- YuLan-IR: Information Retrieval Boosted LMs☆215Updated 8 months ago
- LLM hallucination paper list☆293Updated 8 months ago
- The source code of CodeS (SIGMOD 2024).☆142Updated this week
- An Awesome Collection for LLM Survey☆310Updated 2 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆263Updated 6 months ago
- Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data☆323Updated 3 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆174Updated this week