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
☆416Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Tabular-LLMs:
Users that are interested in Awesome-Tabular-LLMs are comparing it to the libraries listed below
- Resources on Large Language Models for Table Processing☆96Updated 5 months ago
- ☆308Updated 10 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆335Updated 11 months ago
- Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data☆377Updated 3 months ago
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆192Updated 6 months ago
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆130Updated 5 months ago
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆186Updated 6 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆229Updated 3 months ago
- ☆165Updated last year
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆235Updated last month
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)☆305Updated 3 months ago
- This is the repo for the survey of LLM4IR.☆474Updated 6 months ago
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆143Updated 5 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,002Updated 4 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆308Updated 10 months ago
- ☆506Updated last month
- Corrective Retrieval Augmented Generation☆360Updated 5 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆290Updated 5 months ago
- This is the repository for the Tool Learning survey.☆337Updated last month
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆230Updated 10 months ago
- ☆282Updated last month
- ☆298Updated last month
- ☆163Updated 2 weeks ago
- ☆145Updated this week
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆412Updated 2 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,153Updated last month
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆432Updated 2 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆190Updated 9 months ago
- 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…☆194Updated this week
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆286Updated 4 months ago