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GitHub topics: fine-tuning-bert

bhk3824/Brief-Review-Of-Gain-Prediction-Model

Health Progress Prediction and Goal Attainment Analysis in Patient Discharge Summaries with BERT and Tensorflow. - Feb 2022 - Jun 2023

Language: Jupyter Notebook - Size: 291 KB - Last synced: 21 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

SayamAlt/English-to-Spanish-Language-Translation-using-Seq2Seq-and-Attention

Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

angelosps/Question-Answering

❓Fine-tuning BERT for extractive QA on SQuAD 2.0

Language: Jupyter Notebook - Size: 78.1 KB - Last synced: 16 days ago - Pushed: over 2 years ago - Stars: 26 - Forks: 3

SebastianKotstein/RESTBERTa

Notebooks for fine-tuning and evaluating pre-trained BERT models to tasks for semantic search in Web API documentation

Language: Jupyter Notebook - Size: 179 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

SebastianKotstein/Parameter-Matching-Web-APIs

Notebooks for fine-tuning and evaluating a pre-trained BERT model to the task of semantic parameter matching in Web APIs

Language: Jupyter Notebook - Size: 94.7 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

SatyamSoni23/Smart-Question-Answering-System-on-Document

It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.

Language: Jupyter Notebook - Size: 39.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 33 - Forks: 12

ongaunjie1/sentiment-analysis-BERT-tuning

Using BERT models to perform sentiment analysis on women's clothing

Language: Jupyter Notebook - Size: 7.81 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

spyros-briakos/Document-Retrieval-and-Question-Answering-with-BERT

Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answering task.

Language: Jupyter Notebook - Size: 263 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

SayamAlt/Cyberbullying-Classification-using-fine-tuned-DistilBERT-transformer-model

Successfully established a fine-tuned DistilBERT transformer model which can accurately classify the type of cyberbullying being performed by an individual based on a tweet posted for a victim.

Language: Jupyter Notebook - Size: 3.84 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

Anshumaan-Chauhan02/CheMapBERT

External Knowledge Infusion using INCIDecoder into BERT for Chemical Mapping

Language: Jupyter Notebook - Size: 866 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

alpcansoydas/turkish-hate-speech-analysis

Turkish Hate Speech Detection

Language: Jupyter Notebook - Size: 3.5 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

r-sajal/DeepLearning-

Language: Jupyter Notebook - Size: 2.73 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 13 - Forks: 7

kayodeolaleye/multilang-identification

A PyTorch Lightning Implementation of Multi-Language Identification using a SentenceTransformer model pre-trained on English. Work done while interning at ByteFuse.

Language: Python - Size: 885 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SayamAlt/News-Category-Classification

Successfully developed a news category classification model using fine-tuned BERT which can accurately classify any news text into its respective category i.e. Politics, Business, Technology and Entertainment.

Language: Jupyter Notebook - Size: 3.69 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SayamAlt/Resume-Classification-using-fine-tuned-BERT

Successfully developed a resume classification model which can accurately classify the resume of any person into its corresponding job with a tremendously high accuracy of more than 99%.

Language: Jupyter Notebook - Size: 1.19 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

andrea-gasparini/nlp-word-sense-disambiguation-wic-data

WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)

Language: Python - Size: 42.1 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

SayamAlt/Emotion-Detection-using-fine-tuned-BERT-Transformer

Successfully developed a fine-tuned BERT transformer model which can effectively perform emotion classification on any given piece of texts to identify a suitable human emotion based on semantic meaning of the text.

Language: Jupyter Notebook - Size: 971 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

JediRhymeTrix/COSC-6339-HW3

Language: Jupyter Notebook - Size: 122 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

CAG9/BERT-QA

Question Answering with a Fine-Tuned BERT

Language: Jupyter Notebook - Size: 23.2 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Related Keywords
fine-tuning-bert 19 nlp 13 bert 10 python 5 text-preprocessing 5 text-tokenization 4 pytorch 4 natural-language-processing 4 fine-tuning 3 question-answering 3 transformer 3 exploratory-data-analysis 3 distilbert-model 3 openapi 2 web-api 2 word-embeddings 2 word2vec 2 bert-model 2 nlp-machine-learning 2 model-evaluation 2 text-classification 2 transformers 2 feature-engineering 2 fine-tuning-nlp 2 bert-fine-tuning 2 ai 2 bert-transformer 2 deep-learning 2 model-training-and-evaluation 2 amazon-reviews 1 spark 1 spark-ml 1 bert-embeddings 1 sentence-transformers 1 language-identification 1 transfer-learning 1 wordembedding 1 sklearn 1 python3 1 preprocessing 1 bert-models 1 opencv 1 math-expression-evaluator 1 math-equation-solver 1 ktrain 1 knn-image-classification 1 attention-mechanism 1 natural-language-understanding 1 emotion-classification 1 wsd 1 bidirectional-lstm 1 big-data 1 cla 1 lstm 1 pyspark 1 word-sense-disambiguation 1 word-in-context-disambiguation 1 word-in-context 1 sapienza-university 1 pytorch-lightning 1 huggingface 1 glossbert 1 text-cleaning 1 sentiment-classification 1 document-retrieval 1 cord-19-dataset 1 sentiment-analysis 1 glove-embeddings 1 cdqa 1 bert-embedding 1 text-generation 1 seq2seq-modeling 1 neural-machine-translation 1 model-inference 1 model-architecture-and-implementation 1 luong-attention 1 language-translation 1 hugging-face-transformers 1 attention-model 1 attention-is-all-you-need 1 patient-health-monitoring 1 dnn 1 knn-classification 1 image-processing 1 hugging-face 1 computer-vision 1 offensive-language 1 machine-learning 1 hate-speech-detection 1 weight-transfer 1 masked-language-modeling 1 knowledge-infusion 1 classification 1 bert-classifier 1 multiclass-classification 1 label-encoding 1 data-exploration 1 squad-dataset 1 sbert 1 google-colab 1