xiaohui-victor-li / FinDKGLinks
Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance
☆155Updated last year
Alternatives and similar repositories for FinDKG
Users that are interested in FinDKG are comparing it to the libraries listed below
Sorting:
- A Large-Scale Company Relation Graph for Investment Industry☆132Updated last year
- ☆138Updated 10 months ago
- Curated list of Graph Neural Network Applications in Business, Finance and Banking☆97Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆361Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆122Updated last year
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆46Updated 2 years ago
- Earnings-Call-Dataset / MAEC-A-Multimodal-Aligned-Earnings-Conference-Call-Dataset-for-Financial-Risk-PredictionRepository for CIKM 2020 resource track paper: MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction☆90Updated last year
- When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain☆56Updated 7 months ago
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆85Updated last year
- Example project demonstrating how to implement GraphRAG☆156Updated last year
- [ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."☆121Updated 4 years ago
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently unde…☆292Updated 5 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆452Updated 8 months ago
- Active WIP for experimenting with GraphRAG and Knowledge Graphs☆69Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆106Updated 2 years ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆71Updated 6 months ago
- Code that implements efficient knowledge graph extraction from the textual descriptions☆165Updated this week
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆446Updated 6 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆153Updated 4 months ago
- ☆314Updated 7 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆481Updated 6 months ago
- Plattform for building a RDF Knowledge Graph from text Sources☆44Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆53Updated 3 years ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆68Updated last year
- Graph based retrieval + GenAI = Better RAG in production☆217Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆272Updated 8 months ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated last year
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆81Updated last year
- Astock☆232Updated 2 years ago
- K-Quant: A Platform of Temporal Financial Knowledge-enhanced Quantitative Investment☆72Updated 10 months ago