microsoft / Table-GPT
☆35Updated 3 months ago
Related projects: ⓘ
- Code for paper Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding☆25Updated 3 months ago
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆47Updated last month
- Data and code for EMNLP 2023 industry-track paper "Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-W…☆22Updated 8 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆38Updated last month
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆60Updated last month
- [EMNLP 2023 Findings] ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought☆15Updated 8 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆55Updated 2 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆29Updated 3 weeks ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆31Updated 2 months ago
- PyTorch implementation of the paper "Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning", NeurIPS 2023☆47Updated 9 months ago
- The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"☆12Updated 4 months ago
- The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆62Updated 3 weeks ago
- Foundation Models for Data Tasks☆99Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆66Updated 6 months ago
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆17Updated 3 months ago
- Source code for InBedder, an instruction-following text embedder☆21Updated 4 months ago
- Code for "Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models", ICLR 2024 Oral.☆20Updated 4 months ago
- ACL'23: Unified Demonstration Retriever for In-Context Learning☆31Updated 9 months ago
- SysBench: Can Large Language Models Follow System Messages?☆15Updated 2 weeks ago
- Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆80Updated 2 months ago
- ☆23Updated last year
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆14Updated last year
- NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models☆9Updated 10 months ago
- ☆23Updated last week
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆52Updated 3 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆41Updated last month
- ☆80Updated 9 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆61Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆49Updated 7 months ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆49Updated 2 months ago