BioSentVec
Bio Embeddings
Pre-trained word and sentence embeddings for biomedical text analysis
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
578 stars
17 watching
100 forks
Language: Jupyter Notebook
last commit: over 1 year ago bionlpfasttextmimic-iiinatural-language-processingpubmedsent2vecsentence-embeddingssentence-similarityword-embeddings
Related projects:
| Repository | Description | Stars |
|---|---|---|
| ncbi-nlp/bluebert | Pre-trained language models for biomedical natural language processing tasks | 560 |
 dmis-lab/biobert | Provides pre-trained language representation models for biomedical text mining tasks | 1,970 |
 naver/biobert-pretrained | Provides pre-trained weights for a biomedical language representation model | 672 |
 ncbi/genegpt | An LLM that leverages NCBI Web APIs to answer biomedical information questions with improved accuracy and reliability | 384 |
 botcenter/spanishwordembeddings | This project generates Spanish word embeddings using fastText on large corpora. | 9 |
| botcenter/spanish-sent2vec | This project trains a machine learning model to generate sentence embeddings from Spanish text data using the sent2vec algorithm. | 4 |
 ebi-webcomponents/nightingale | A collection of reusable visualisation components for life sciences data | 124 |
 ncbi-hackathons/spew | Automates the packaging and distribution of bioinformatics pipelines for seamless deployment on various workstations. | 26 |
 materialsintelligence/mat2vec | Unsupervised word embeddings capture latent knowledge from materials science literature | 624 |
 embeddings-benchmark/mteb | Provides tools and benchmarks for evaluating text embedding models | 2,021 |
 satwikkottur/visualword2vec | Learning word embeddings from abstract images to improve language understanding | 19 |
 vefstathiou/so_word2vec | This is a word embedding model trained on Stack Overflow posts for use in natural language processing tasks. | 40 |
 tbepler/protein-sequence-embedding-iclr2019 | Developing models to learn and represent protein sequences based on their structure | 259 |
 bionode/biohacker | A workshop project providing examples and usage guidance for using bionode in bioinformatics pipelines | 5 |
 emilyalsentzer/clinicalbert | Provides clinical BERT embeddings for natural language processing tasks in healthcare | 680 |