Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models.
Boyu ZhangHongyang YangXiao-Yang LiuPublished in: CoRR (2023)
Keyphrases
- language model
- sentiment analysis
- general purpose
- language modeling
- opinion mining
- sentiment classification
- probabilistic model
- n gram
- document retrieval
- sentence level
- text classification
- retrieval model
- information retrieval
- text mining
- natural language processing
- query expansion
- query terms
- test collection
- language models for information retrieval
- product features
- generative model
- user generated
- product reviews
- smoothing methods
- vector space model
- pseudo relevance feedback
- translation model
- document ranking
- cross lingual
- web search
- information extraction
- knowledge discovery