Model: wwydmanski/specter2_pubmed-v0.6
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: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10053, loss:MultipleNegativesRankingLoss
base_model: allenai/specter2_base
widget: source_sentence: Fluorescence quenching of tryptophan residues
sentences: Fluorescence of buried tyrosine residues in proteins. , A fluorescence quenching study of tryptophanyl residues of (Ca2+ + Mg2+)-ATPase from sarcoplasmic reticulum. , Some hormonal influences on the acetylation of sulfanilamide in vivo. , source_sentence: Human migration to the Americas
sentences: Homo sapiens in the Americas. Overview of the earliest human expansion in the New World. , Profiles of College Drinkers Defined by Alcohol Behaviors at the Week Level: Replication Across Semesters and Prospective Associations With Hazardous Drinking and Dependence-Related Symptoms. , Human migration. , source_sentence: Human Mobility Prediction
sentences: Human mobility prediction from region functions with taxi trajectories. , Understanding Human Mobility from Twitter. , Ovarian cancer gene therapy using HPV-16 pseudovirion carrying the HSV-tk gene. , source_sentence: Nevirapine Resistance
sentences: Nevirapine toxicity. , Recognizing rhenium. , Update on nevirapine: quest for a niche. , source_sentence: EHL tendon reconstruction
sentences: A Combined Surgical Approach for Extensor Hallucis Longus Reconstruction: Two Case Reports. , Flexor tendon reconstruction. , Noble gases and neuroprotection: summary of current evidence. 
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
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: 0.573
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.455
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.576
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.577
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.577
name: Max Accuracy
verified: no
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Created: 2024-12-09 21:02:31