[PyPI] BERT Word Embeddings
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Jan 11, 2022 - Python
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bert-embeddings
Here are 456 public repositories matching this topic...
Create a knowledge graph based on Towards Data Science blogs.
natural-language-processing graph-algorithms knowledge-graph bert-embeddings hdbscan-clustering-algorithm
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Aug 13, 2023 - Jupyter Notebook
Customer reviews analysis and segmentation. Create suggestions for app improvement based on the clustered reviews.
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Mar 3, 2025 - Jupyter Notebook
RAG Model Implementation
generative-adversarial-network bert rag bert-embeddings llm generative-ai chromadb retrieval-augmented-generation rag-using-chromadb-bert implementation-rag-model
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Oct 2, 2024 - Jupyter Notebook
Full code and most data (in accordance with CrowdTangle’s Terms of Service) supporting an article on what would remain on French-language Facebook if news content was removed
python nlp text-mining facebook switzerland canada spacy francais quebec topic-modeling france belgium bert content-analysis french-speaking flaubert suisse bert-embeddings camembert-model belgique
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Jul 4, 2022 - Python
Created BERT Named Entity Relation(NER) API
aws-lambda serverless-framework aws-ecr bert bert-model bert-embeddings huggingface bert-ner huggingface-transformers huggingface-transformers-pipeline
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Apr 11, 2022 - Python
This project focuses the implementation on the Healthcare based chat-bot that answers the customer's queries as a therapist that is trained on the interaction between the patient and the therapist responses with the counsel chat dataset.
machine-learning-algorithms chatbot nlp-machine-learning lstm-neural-networks bert-model bert-embeddings
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Sep 28, 2023 - HTML
Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.
nlp machine-learning text-classification python3 pytorch embeddings classification fine-tuning state-of-the-art latent-space bert-model bert-embeddings xlnet distilbert bert-fine-tuning large-language-models llm
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Jul 22, 2024 - HTML
Music Genre Classification with Turkish Lyrics
python nlp machine-learning natural-language-processing jupyter-notebook classification fasttext bi-lstm song-lyrics fasttext-embeddings bert-model bert-embeddings bert-fine-tuning
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Jul 21, 2023 - Jupyter Notebook
This GitHub repository hosts my AI evaluation work, featuring a Kaggle dataset analysis, experiments with three ML algorithms (including hyperparameter tuning), and a detailed exploration of wine quality data through outlier detection, correlation, and normalization techniques.
ai python3 artificial-intelligence logistic-regression confusion-matrix embedding svm-classifier random-forest-classifier correlation-analysis bert-model bert-embeddings fake-news-detection
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Apr 2, 2025 - Jupyter Notebook
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Oct 17, 2024 - C#
Unsupervised clustering of 8 Indic languages using IndicBERT v1 and v3 embeddings, PCA, KMeans, DBSCAN, and GMM.
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Jun 11, 2026 - Jupyter Notebook
A production-ready, modular NLP pipeline fine-tuning BERT for text classification. Built with TensorFlow/Keras and HuggingFace Transformers.
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Jul 21, 2026 - Python
Implementing Multilingual WSD using [Normal, Atten]BiLSTM, Seq2Seq[Atten], Multitask WSD
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Jan 25, 2020 - Python
BERT-based senti- ment annotation is used to create unbiased datasets and then hybridize RNN with LSTM to find calculated ratings based on this unbiased reviews dataset.
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Nov 4, 2022 - Python
CBERTdp is a strategy to speed up the clssification task by clustering BERT embeddings using different methods in order to use K-Means and the Dot-Product to obtaint the prediction results
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Feb 26, 2024 - Python
This research proposes an "AI-Driven Cross-Cultural Commodity Expert" framework, which addresses three critical technical bottlenecks through synergistic innovations in multilingual sentiment analysis, cultural quantification engines, and dynamic knowledge graphs
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May 13, 2025 - Python
Novel implementation for Topic Extraction
nlp natural-language-processing norwegian spacy english swedish ner keyword-extraction topic-extraction bert danish bert-embeddings
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Jan 21, 2022 - Jupyter Notebook
Sentiment Analysis performed on Amazon reviews - polarity
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Dec 31, 2022 - Jupyter Notebook
Node embedding technique based on Masked Language Model.
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Apr 21, 2023 - Jupyter Notebook
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