adlnlp / FinLLMsLinks
This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)".
☆340Updated 9 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 …☆824Updated 10 months ago
- ☆145Updated last year
- Astock☆239Updated 2 years ago
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆167Updated last year
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆87Updated last year
- Resources☆237Updated last year
- FNSPID: A Comprehensive Financial News Dataset in Time Series☆341Updated 5 months ago
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆408Updated 3 months ago
- A collection and review of top CS conference papers in AI for Finance☆73Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆102Updated 10 months ago
- Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance☆176Updated last year
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆812Updated last year
- 🥇 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…☆56Updated last year
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆297Updated 9 months ago
- [Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments☆478Updated 2 months ago
- Codes and data for paper "Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?".☆27Updated last month
- Awesome time series forecasting papers and codes☆217Updated 3 months ago
- Papers for AI + quantitative investment☆132Updated last year
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆88Updated last year
- ☆52Updated 5 months ago
- Multimodal Financial Foundation Models 🔥🔥🔥☆35Updated 6 months ago
- ☆65Updated last year
- Alpha Agent: A Multi-Agent Based Framework for Alpha Research in Quantitative Investment☆65Updated 6 months ago
- A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097☆636Updated 2 years ago
- Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models☆268Updated 5 months ago
- FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting☆118Updated 4 months ago
- [ACL2023] Datasets for Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction☆33Updated 2 years ago
- AlphaAgent is an autonomous alpha mining framework.☆129Updated 6 months ago
- Data and code for EMNLP 2021 paper "FinQA: A Dataset of Numerical Reasoning over Financial Data"☆346Updated 3 years ago
- When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain☆56Updated 11 months ago