godaai / llm-table-surveyLinks
Resources on Large Language Models for Table Processing
☆102Updated 7 months ago
Alternatives and similar repositories for llm-table-survey
Users that are interested in llm-table-survey are comparing it to the libraries listed below
Sorting:
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆61Updated last month
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆130Updated last year
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆67Updated last month
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆206Updated 8 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆215Updated last year
- ☆187Updated last year
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆107Updated 7 months ago
- A curated list of resources dedicated to retrieval-augmented generation (RAG).☆114Updated 3 weeks ago
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆195Updated 2 weeks ago
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆68Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆133Updated last month
- ☆178Updated 2 months ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆157Updated 7 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆98Updated 4 months ago
- ☆57Updated 8 months ago
- A Toolkit for Table-based Question Answering☆112Updated last year
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆49Updated 3 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆125Updated 9 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆54Updated 8 months ago
- Welcome to the Table Meets LLM repository! Code for paper "Table meets LLM" and "Tab4LLM".☆36Updated 5 months ago
- Comprehensive benchmark for RAG☆191Updated last week
- ☆41Updated 9 months ago
- ☆187Updated 3 months ago
- The official GitHub repository for TC-RAG (Turing-Complete RAG)☆60Updated 3 months ago
- 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☆497Updated this week
- Code implementation of synthetic continued pretraining☆114Updated 5 months ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆40Updated 4 months ago
- ☆320Updated last year
- Official repository for RAG-Gym☆88Updated 3 months ago