Statements (62)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:benchmark
|
| gptkbp:collaborated_with |
data scientists
various institutions |
| gptkbp:consists_of |
question pairs
|
| gptkbp:contains |
400,000 question pairs
|
| gptkbp:developed_by |
research teams
|
| gptkbp:enhances |
information retrieval systems
chatbot responses |
| gptkbp:facilitates |
knowledge extraction.
|
| https://www.w3.org/2000/01/rdf-schema#label |
QQP benchmark
|
| gptkbp:introduced |
gptkb:2018
|
| gptkbp:is_adopted_by |
industry applications
|
| gptkbp:is_analyzed_in |
user interaction
model performance algorithm efficiency NLP conferences NLP systems |
| gptkbp:is_associated_with |
transfer learning
|
| gptkbp:is_available_on |
gptkb:Kaggle
|
| gptkbp:is_cited_in |
numerous research papers
|
| gptkbp:is_compared_to |
other paraphrase datasets
|
| gptkbp:is_designed_to |
improve question answering systems
|
| gptkbp:is_documented_in |
research articles
technical reports |
| gptkbp:is_evaluated_by |
gptkb:municipality
F1 score accuracy cross-validation precision mean average precision ROC-AUC score |
| gptkbp:is_explored_in |
thesis projects
|
| gptkbp:is_influential_in |
developing paraphrase detection algorithms
|
| gptkbp:is_integrated_with |
NLP toolkits
|
| gptkbp:is_maintained_by |
gptkb:Stanford_University
|
| gptkbp:is_part_of |
gptkb:GLUE_benchmark
AI research initiatives NLP evaluation frameworks |
| gptkbp:is_referenced_in |
AI textbooks
machine learning literature |
| gptkbp:is_related_to |
natural language processing
textual entailment |
| gptkbp:is_supported_by |
community contributions
open-source projects research grants |
| gptkbp:is_tested_for |
baseline models
|
| gptkbp:is_used_for |
evaluating question paraphrasing models
|
| gptkbp:is_used_in |
machine learning research
|
| gptkbp:is_used_to |
train deep learning models
|
| gptkbp:is_utilized_in |
gptkb:academic_research
gptkb:Model dialog systems data augmentation language understanding tasks |
| gptkbp:performance |
AI competitions
question generation tasks semantic textual similarity text similarity tasks |
| gptkbp:provides |
labels for paraphrase similarity
|
| gptkbp:scientific_classification |
evaluation metrics
|
| gptkbp:bfsParent |
gptkb:Tiny_BERT
|
| gptkbp:bfsLayer |
5
|