Text Classification
Transformers
Safetensors
English
distilbert
finance
classification
Market Analysis
Stock Market
Financial News
text-embeddings-inference
Instructions to use hatmimoha/finance-article-titles-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hatmimoha/finance-article-titles-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="hatmimoha/finance-article-titles-classifier")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("hatmimoha/finance-article-titles-classifier") model = AutoModelForSequenceClassification.from_pretrained("hatmimoha/finance-article-titles-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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Verified signature# Finance Article Classifier This classifier categorizes finance article titles into specific labels that indicate the nature of the news. Below is a description for each label: ## Bearish Labels **BEARISH_ANALYST_BEARISH_RECOMMENDATION_NEWS**: Articles where analysts downgrade or give a negative outlook on stocks or companies. **BEARISH_BANKRUPTCY_ANNOUNCEMENTS_NEWS**: News about companies filing for bankruptcy. **BEARISH_BIOTECH_NEGATIVE_CLINICAL_RESULTS_NEWS**: Reports on biotech companies with unsuccessful clinical trial results. **BEARISH_BUSINESS_UPDATE_NEWS**: General business updates with a negative impact or outlook. **BEARISH_EARNINGS_MISS_EXPECTATIONS_NEWS**: Companies reporting earnings that fall short of market expectations. **BEARISH_FDA_REJECTION_NEWS**: News about the FDA rejecting a company's drug or product application. **BEARISH_INSIDER_SELLING_NEWS**: Articles about company insiders selling their shares, which may indicate a lack of confidence in the company's futu…7ab1921 -
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