Model: yyzheng00/all-mpnet-base-v2_snomed_expression
Author: yyzheng00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:360886, loss:CoSENTLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:360886, loss:CoSENTLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: |Immunosuppressant drug therapy (procedure)| : { |Method (attribute)| = |Administration - action (qualifier value)|, |Direct substance (attribute)| = |Auranofin (substance)| }, { |Has intent (attribute)| = |Therapeutic intent (qualifier value)| }
sentences: Tofacitinib therapy (procedure), Mural thrombus of right ventricle following acute myocardial infarction (disorder), Neonatal botulism (disorder), source_sentence: |Injury of finger of left hand (disorder)| + |Traumatic blister of index finger (disorder)| + |Traumatic blister of left hand (disorder)| : { |Finding site (attribute)| = |Skin structure of left index finger (body structure)|, |Associated morphology (attribute)| = |Blister (morphologic abnormality)| }, { |Due to (attribute)| = |Traumatic event (event)| }
sentences: Cardiovascular system closure (procedure), Entire skin of lower eyelid and periocular area (body structure), Avulsion of nail unit of left little finger (disorder), source_sentence: |Evaluation finding (finding)| : { |Interprets (attribute)| = |Interferon gamma assay (procedure)|, |Has interpretation (attribute)| = |Positive (qualifier value)| }
sentences: Gleason pattern (observable entity), Interferon gamma assay positive (finding), Intentional melphalan overdose (disorder), source_sentence: |Finding of specific antibody level (finding)| : { |Interprets (attribute)| = |Measurement of viral antibody (procedure)| }
sentences: Lyme detected by immunoblot (finding), Primary malignant neoplasm of accessory sinus (disorder), Perfusion of lymphatics with hyperthermia (procedure), source_sentence: |Neoplasm of anterior wall of nasopharynx (disorder)| + |Neoplasm of uncertain behavior of nasopharynx (disorder)| : { |Finding site (attribute)| = |Structure of anterior wall of nasopharynx (body structure)|, |Associated morphology (attribute)| = |Neoplasm of uncertain behavior (morphologic abnormality)| }
sentences: Secondary angle-closure glaucoma - synechial (disorder), Neoplasm of uncertain behavior of lateral wall of nasopharynx (disorder), Product containing precisely cefamandole (as cefamandole nafate) 1 gram/1 vial powder for conventional release solution for injection (clinical drug)
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.9048593944190657
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8556279874385214
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 113
Created: 2024-12-10 11:12:30