https://github.com/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%.

bert-model exploratory-data-analysis fine-tuning-bert model-evaluation nlp text-preprocessing text-tokenization word-embeddings

Last synced: 28 Dec 2024

https://github.com/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.

bert-transformer emotion-classification feature-engineering fine-tuning-bert natural-language-processing natural-language-understanding text-preprocessing

Last synced: 28 Dec 2024

https://github.com/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.

bert-embeddings exploratory-data-analysis feature-engineering fine-tuning-bert model-evaluation nlp text-classification text-cleaning text-preprocessing text-tokenization

Last synced: 19 Feb 2025

https://github.com/adilrasheed139/ai-powered-resume-screening-using-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%.

bert-model deep-learning exploratory-data-analysis-eda fine-tuning-bert model-evaluation nlp nlp-machine-learning text-preprocessing text-tokenization word-embeddings word-embeddings-for-nlp

Last synced: 03 Apr 2025

https://github.com/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%.

attention-is-all-you-need attention-model bert-transformer exploratory-data-analysis fine-tuning-bert hugging-face-transformers language-translation luong-attention model-architecture-and-implementation model-inference model-training-and-evaluation natural-language-processing neural-machine-translation seq2seq-modeling text-generation text-preprocessing text-tokenization

Last synced: 19 Feb 2025

https://github.com/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.

bert data-exploration distilbert-model fine-tuning-bert label-encoding model-training-and-evaluation multiclass-classification nlp text-classification text-preprocessing text-tokenization transformers

Last synced: 19 Feb 2025

https://github.com/jedirhymetrix/cosc-6339-hw3

amazon-reviews attention-mechanism bert bidirectional-lstm big-data cla deep-learning distilbert-model fine-tuning-bert lstm natural-language-processing nlp pyspark python sentiment-classification spark spark-ml transfer-learning transformers word2vec

Last synced: 23 Feb 2025

https://github.com/bilalhameed248/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

bert deep-learning dnn fine-tuning fine-tuning-bert patient-health-monitoring transformer

Last synced: 05 Mar 2025

https://github.com/sayamalt/luxury-apparel-product-category-classification-using-fine-tuned-distilbert

Successfully developed a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify various distinct types of luxury apparels into their respective categories i.e. pants, accessories, underwear, shoes, etc.

deep-learning distilbert-fine-tuning distilbert-model exploratory-data-analysis fine-tuning-bert model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 24 Feb 2025

https://github.com/sayamalt/fake-news-classification-using-fine-tuned-bert

Successfully developed a text classification model to predict whether a given news text is fake or not by fine-tuning a pretrained BERT transformed model imported from Hugging Face.

bert-embeddings bert-model data-analysis data-visualization deep-learning fine-tuning-bert model-evaluation model-training-and-evaluation text-classification text-preprocessing text-tokenization tokenizer-nlp wordcloud-visualization

Last synced: 05 Apr 2025