adlnlp / FinLLMsLinks
This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently under review.
☆298Updated 6 months ago
Alternatives and similar repositories for FinLLMs
Users that are interested in FinLLMs are comparing it to the libraries listed below
Sorting:
- This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning …☆784Updated 7 months ago
- ☆139Updated 10 months ago
- [Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments☆358Updated 8 months ago
- Resources☆229Updated last year
- Astock☆234Updated 2 years ago
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆153Updated last year
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆86Updated last year
- FNSPID: A Comprehensive Financial News Dataset in Time Series☆285Updated 2 months ago
- A collection and review of top CS conference papers in AI for Finance☆61Updated 10 months ago
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆266Updated 6 months ago
- 🥇 A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. 金融大模型列表，特别是中英双语大模…☆53Updated 8 months ago
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆731Updated last year
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆355Updated last week
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆97Updated 6 months ago
- ☆60Updated last year
- Codes and data for paper "Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?".☆24Updated 2 weeks ago
- Awesome time series forecasting papers and codes☆172Updated this week
- ☆48Updated 2 months ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆81Updated last year
- When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain☆56Updated 7 months ago
- Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models☆264Updated 2 months ago
- Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance☆156Updated last year
- This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling finan…☆65Updated 3 months ago
- Papers for AI + quantitative investment☆126Updated last year
- ☆47Updated 6 months ago
- Multimodal Financial Foundation Models 🔥🔥🔥☆23Updated 3 months ago
- LLAMA specialized on finance☆137Updated last year
- [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main…☆131Updated 10 months ago
- [ACL2023] Datasets for Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction☆29Updated 2 years ago
- Alpha Agent: A Multi-Agent Based Framework for Alpha Research in Quantitative Investment☆53Updated 3 months ago