Model: wwydmanski/specter2_pubmed-v0.5
Author: wwydmanski
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10053, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:allenai/specter2_base, base_model:finetune:allenai/specter2_base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: allenai/specter2_base
Card metadata: base_model: allenai/specter2_base
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10053, loss:MultipleNegativesRankingLoss
widget: source_sentence: HBV-endemic area diagnostic criteria comparison
sentences: Comparison of usefulness of clinical diagnostic criteria for hepatocellular carcinoma in a hepatitis B endemic area. , The validation of the 2010 American Association for the Study of Liver Diseases guideline for the diagnosis of hepatocellular carcinoma in an endemic area. , Which admission electrocardiographic parameter is more powerful predictor of no-reflow in patients with acute anterior myocardial infarction who underwent primary percutaneous intervention? , source_sentence: Family history of alcoholism classification schemes
sentences: Developing the mentor/protege relationship. , Family history of alcoholism in schizophrenia. , Family history models of alcoholism: age of onset, consequences and dependence. , source_sentence: Intellectual Property Commercialization
sentences: ALEPH-2, a suspected anxiolytic and putative hallucinogenic phenylisopropylamine derivative, is a 5-HT2a and 5-HT2c receptor agonist. , Technology transfer and monitoring practices. , [From intellectual property to commercial property]. , source_sentence: Transmembrane domain mutants
sentences: Dysgerminoma; case with pulmonary metastases; result of treatment with irradiation and male sex hormone. , Toward a high-resolution structure of phospholamban: design of soluble transmembrane domain mutants. , Scanning N-glycosylation mutagenesis of membrane proteins. , source_sentence: Six-coordinate low-spin iron(III) porphyrinate complexes
sentences: Molecular structures and magnetic resonance spectroscopic investigations of highly distorted six-coordinate low-spin iron(III) porphyrinate complexes. , Saddle-shaped six-coordinate iron(iii) porphyrin complex with unusual intermediate-spin electronic structure. , Performing Economic Evaluation of Integrated Care: Highway to Hell or Stairway to Heaven? 
model-index: name: SentenceTransformer based on allenai/specter2_base
results: task: type: triplet
name: Triplet
dataset: name: triplet dev
type: triplet-dev
metrics: type: cosine_accuracy
value: 0.606
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.395
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.603
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.615
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.615
name: Max Accuracy
verified: no
Likes: 2 | All-time downloads: 24581
Created: 2024-12-07 23:30:08