MMLForge Search models, datasets, tasks… Start free
Home › Models › Text Classification › snunlp/KR-FinBert-SC
K

snunlp/KR-FinBert-SC

Text Classification·snunlp· 183.6K· 39
transformers Text Classification deploy:azureregion:us

Much progress has been made in the NLP (Natural Language Processing) field, with numerous studies showing that domain adaptation using small-scale corpus and fine-tuning with labeled data is effective for overall performance improvement. we proposed KR-FinBert for the financial domain by further pre-training it on a financial corpus and fine-tuning it for sentiment analysis. As many studies have

Open in MLForge Sign up free Desktop app Source ↗
# pull & run locally
pip install mlforge-sdk && mlforge pull snunlp/KR-FinBert-SC

Model details

Task
Text Classification
Provider
snunlp
Framework
transformers
Size
1.1 GB
Downloads
183.6K
Likes
39
Updated
2022-04-28

About snunlp/KR-FinBert-SC

Much progress has been made in the NLP (Natural Language Processing) field, with numerous studies showing that domain adaptation using small-scale corpus and fine-tuning with labeled data is effective for overall performance improvement. we proposed KR-FinBert for the financial domain by further pre-training it on a financial corpus and fine-tuning it for sentiment analysis. As many studies have shown, the performance improvement through adaptation and conducting the downstream task was also clear in this experiment.

Related Text Classification

B BAAI/bge-reranker-v2-m3 Text Classification ·567.8M params 16.2M 1.1K 🤗 HF F ProsusAI/finbert Text Classification 7.6M 1.2K 🤗 HF B BAAI/bge-reranker-base Text Classification ·278.0M params 4.1M 238 🤗 HF T cardiffnlp/twitter-roberta-base-sentiment-latest Text Classification 3.9M 813 🤗 HF D distilbert/distilbert-base-uncased-finetuned-sst-2-english Text Classification ·67.0M params 3.6M 910 🤗 HF T trl-internal-testing/tiny-Qwen2ForSequenceClassification-2.5 Text Classification ·2.4M params 1.5M 1 🤗 HF

Browse all Text Classification models →