Y-Sui / Table-meets-LLM
Welcome to the Table Meets LLM repository!
☆32Updated 2 months ago
Alternatives and similar repositories for Table-meets-LLM:
Users that are interested in Table-meets-LLM are comparing it to the libraries listed below
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆103Updated 5 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆81Updated last month
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆63Updated 9 months ago
- The code of arxiv paper: "CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis"☆23Updated 2 months ago
- ☆16Updated 9 months ago
- ☆35Updated 2 months ago
- Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"☆42Updated this week
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆67Updated 7 months ago
- The official GitHub repository for TC-RAG (Turing-Complete RAG)☆51Updated last month
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆127Updated 10 months ago
- A Toolkit for Table-based Question Answering☆110Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆125Updated 9 months ago
- ☆16Updated last year
- Code implementation of synthetic continued pretraining☆97Updated 2 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆94Updated last month
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆47Updated last month
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆130Updated 5 months ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆42Updated last year
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆56Updated 3 months ago
- Open source code of the paper: "OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain"☆54Updated 3 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆60Updated 5 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆48Updated last year
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆80Updated 2 weeks ago
- DSBench: How Far are Data Science Agents from Becoming Data Science Experts?☆48Updated last month
- Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer m…☆38Updated last year
- The GitHub repository for the paper "Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning" accepte…☆18Updated last year
- Resources on Large Language Models for Table Processing☆96Updated 5 months ago
- PGRAG☆48Updated 8 months ago
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆19Updated 10 months ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆55Updated last year