deberta-v3-large

There are 0 repository under deberta-v3-large topic.

Lizhecheng02 / Kaggle-PII_Data_Detection
Implement named entity recognition (NER) using regex and fine-tuned LLM, with a total of 15 categories. The ultimate goal is to apply the model to detect personally identifiable information (PII) in student writing.
gpt-3-5-turbo llm ner prompt-engineering regex pii-detection deberta-v3-large mixtral-8x7b-instruct postprocessing faker a100
Language:Jupyter Notebook 5
Lizhecheng02 / Kaggle-Automated_Essay_Scoring_2.0
(1) Train large language models to help people with automatic essay scoring. (2) Extract essay features and train new tokenizer to build tree models for score prediction.
awp bpe-tokenizer classification deberta-v3-large huggingface kfold llm pooling regression transformer treemodel vectorizer
Language:Python 3
hperer02 / PII-data-detection
This project was developed for a Kaggle competition focused on detecting Personally Identifiable Information (PII) in student writing. The primary objective was to build a robust model capable of identifying PII with high recall. The DeBERTa v3 transformer model was chosen for this task after comparing its performance with other transformer models.
deberta-v3-large longformer name-entity-recognition natural-language-processing pii-detection roberta-model spacy-nlp huggingface-transformers
Language:Jupyter Notebook 1
hriaz17 / ELLEN
Code for "ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition" (LREC-COLING 2024)
language-model named-entity-recognition ner neuro-symbolic-learning self-training semi-supervised-learning deberta-v3-large heuristics linguistics masked-language-models neuro-symbolic-ai pos-tagging gpt-35-turbo gpt-4 gpt-4-turbo large-language-models
1
nidimajiabie / Kaggle---LLM-Science-Exam
Use LLMs to answer difficult science questions
kaggle llm deberta-v3-large
Language:Jupyter Notebook 1
sitamgithub-MSIT / ClassyText
ClassyText is a demo for zero-shot text classification using DeBERTa-v3-large from Hugging Face.
deberta-v3-large gradio gradio-interface huggingface-pipeline huggingface-spaces huggingface-transformers text-classification zeroshot-classification artificial-intelligence
Language:Python 1
srushtii-m / Natural-Language-Processing-with-Disaster-Tweets
Predict which Tweets are about real disasters and which ones are not Microsoft DeBERTa
bert-model binary-crossentropy data-cleaning deberta-v3-large distilbert huggingface-transformers nlp-machine-learning pytorch tokenizer transformer
Language:Jupyter Notebook 1

deberta-v3-large

Lizhecheng02 / Kaggle-PII_Data_Detection

Lizhecheng02 / Kaggle-Automated_Essay_Scoring_2.0

hperer02 / PII-data-detection

hriaz17 / ELLEN

nidimajiabie / Kaggle---LLM-Science-Exam

sitamgithub-MSIT / ClassyText

srushtii-m / Natural-Language-Processing-with-Disaster-Tweets