news2alpha

Application of News Analytics and Sentiment Analysis in Finance

[news2alpha @news2alpha]

paper: Edit-Level Tracking of Narrative Changes in 10-K Filings https://t.co/aTKg6Bj2Iy

[news2alpha @news2alpha]

paper: Integrating Large Language Models in Financial Investments and Market Analysis: A Survey #LLMs #Finance https://t.co/K8U3r6Pf15

[news2alpha @news2alpha]

paper: Investor sentiment and stock returns: Wisdom of crowds or power of words? Evidence from Seeking Alpha and Wall Street Journal #sentiment #finance https://t.co/yeUHXw9noj

[news2alpha @news2alpha]

Fine-Tuning is All You Need: Compact Models Can Outperform GPT's Classification Abilities #FinBERT #finance #LLMs https://t.co/9eJ5licqWf

[news2alpha @news2alpha]

short by @SnowflakeDB : Long-Context Isn't All You Need: Impact of Retrieval and Chunking on Finance RAG #finance #llms #GenAI
https://t.co/sbxn1tvYM3

[news2alpha @news2alpha]

paper: Large language models in finance: estimating financial sentiment for stock prediction https://t.co/4y28Qr5wWz #LLM #finance #sentiment #AI

[news2alpha @news2alpha]

paper: Financial Sentiment Analysis: Leveraging Actual and Synthetic Data for Supervised Fine-tuning https://t.co/10JUDdQg8n

[news2alpha @news2alpha]

paper: FANAL -- Financial Activity News Alerting Language Modeling Framework https://t.co/DXgZorkcw2

[news2alpha @news2alpha]

Paper: examines how fear affects the Treasury market and predicts Treasury bond returns. Using a text-based fear index from social and news media, we find that fear significantly predicts future Treasury returns https://t.co/eTULtqqVXV

[news2alpha @news2alpha]

Paper: Financial Statement Analysis with Large Language Models @ChicagoBooth #LLM #Finance https://t.co/NvWx6w0CxZ

[news2alpha @news2alpha]

Empowering analysts to perform financial statement analysis, hypothesis testing, and cause-effect analysis with Amazon Bedrock and prompt engineering #aws #llm #finance https://t.co/AlkOddCwyY

[Tech At Bloomberg @TechAtBloomberg]

Researchers/engineers from our #AI Group are publishing 3 papers at @naaclmeeting in Mexico City this week; learn more about their research, why their results are notable, and how they'll advance the state-of-the-art in the field of #NLProc
https://t.co/flyg1BL1ab
#NAACL2024

[news2alpha @news2alpha]

paper: Narratives from GPT-derived Networks of News, and a link to Financial Markets Dislocations https://t.co/LvHjckGjbz #finance #narratives #llm

[news2alpha @news2alpha]

Univ Chicage Paper: "Financial Statement Analysis with Large Language Models" https://t.co/Y1Pr2EBlEO #LLMs #Finance

[news2alpha @news2alpha]

Paper: CentralBankRoBERTa: A fine-tuned large language model for central bank communications #finance #LLMs https://t.co/XDlrDsjkSb and github page https://t.co/EgAIOQ3tf4

[news2alpha @news2alpha]

FRB Cleveland: Constructing Quantitative Estimates from the Beige Book and Testing Their Ability to Forecast Recessions (using nlp sentiment analysis) #NLP #Finance https://t.co/KJNfjbKI4v

[news2alpha @news2alpha]

paper: A Survey of Large Language Models in Finance (FinLLMs) including their history, techniques, performance, and opportunities and challenges, and a collection of accessible datasets and evaluation benchmarks on GitHub https://t.co/mWyjgT54uC #LLMs #Finance

[news2alpha @news2alpha]

Paper: Pre-trained Large Language Models for Financial Sentiment Analysis #finance https://t.co/pdR8wiypIR

[news2alpha @news2alpha]

ACL Big Picture Workshop: Computational Narrative Understanding: A Big Picture Analysis @aclanthology https://t.co/AUMsnGGGyz

[news2alpha @news2alpha]

ACL Big Picture Workshop: Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches @aclanthology https://t.co/rKesTIL5sw