adlnlp / FinLLMs
This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently under review.
☆219Updated last week
Alternatives and similar repositories for FinLLMs:
Users that are interested in FinLLMs are comparing it to the libraries listed below
- ☆119Updated 5 months ago
- This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning …☆684Updated last month
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆130Updated 11 months ago
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆83Updated last year
- ☆195Updated 7 months ago
- [Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments☆178Updated 2 months ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆88Updated last month
- A collection and review of top CS conference papers in AI for Finance☆40Updated 4 months ago
- Data and code for EMNLP 2021 paper "FinQA: A Dataset of Numerical Reasoning over Financial Data"☆277Updated 2 years 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…☆40Updated 3 months ago
- Resources☆162Updated last year
- ☆19Updated last year
- FinEval是一个中文金融领域高质量多项选择与文本问答题的集合。☆189Updated 6 months ago
- This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling finan…☆48Updated 3 weeks ago
- Astock☆226Updated last year
- FNSPID: A Comprehensive Financial News Dataset in Time Series☆194Updated 4 months ago
- ☆161Updated 4 months ago
- Papers for AI + quantitative investment☆112Updated 7 months ago
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆298Updated 3 months ago
- When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain☆51Updated 2 months ago
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆594Updated 8 months ago
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆185Updated last week
- Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance☆130Updated 8 months ago
- Democratizing Internet-scale financial data.☆1,204Updated 9 months ago
- Finance specialized RAG System for the ACM-ICAIF '24 Competition.☆32Updated 4 months ago
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆134Updated 6 months ago
- Awesome financial time series forecasting papers and codes☆82Updated last month
- Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021☆112Updated 3 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆66Updated last year
- ☆41Updated 5 months ago