feat: push custom dataset

README.md

@@ -0,0 +1,40 @@
+---
+license: apache-2.0
+task_categories:
+- feature-extraction
+- sentence-similarity
+language:
+- en
+tags:
+- sentence-transformers
+- feature-extraction
+- sentence-similarity
+- mteb
+- Medical
+- Nutrition
+- Information
+- Retrieval
+- Dataset
+pretty_name: medical information retrieval
+size_categories:
+- n<1K
+---
+# NFCorpus-0-0-gpt-4o-2024-05-13-982705 Dataset
+
+## Dataset Description
+
+The dataset "medical information retrieval" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
+
+## Associated Model
+
+This dataset was used to train the [**NFCorpus-0-0-gpt-4o-2024-05-13-982705**](https://huggingface.co/fine-tuned/NFCorpus-0-0-gpt-4o-2024-05-13-982705) model.
+
+## How to Use
+To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("fine-tuned/NFCorpus-0-0-gpt-4o-2024-05-13-982705")
+print(dataset['test'][0])
+```

document_types.txt

@@ -0,0 +1,3 @@
+natural language query
+medical document
+relevance judgment

search_type.txt

@@ -0,0 +1 @@
+medical information retrieval

topics.txt

@@ -0,0 +1,398 @@
+BM25
+BM25F
+Bayesian
+Bibliographic
+Biochemistry
+Biocuration
+Bioengineering
+Bioethics
+Bioinformatics
+Biological
+Biomedical
+Biomedical Data
+Biomedical Documents
+Biomedical Informatics
+Biomedical Information Retrieval
+Biomedical Knowledge
+Biomedical Literature
+Biomedical Ontologies
+Biomedical Queries
+Biomedical Relevance Judgments
+Biomedical Research
+Biomedical Retrieval Systems
+Biomedical Search Engines
+Biomedical Text Analysis
+Biomedical Text Classification
+Biomedical Text Clustering
+Biomedical Text Extraction
+Biomedical Text Indexing
+Biomedical Text Mining
+Biomedical Text Processing
+Biomedical Text Retrieval Evaluation
+Biomedical Text Retrieval Metrics
+Biomedical Text Retrieval Models
+Biomedical Text Retrieval Systems Evaluation
+Biomedical Text Retrieval Techniques
+Biomedical Text Retrieval Tools
+Biomedical Text Summarization
+Biomedical Texts
+Biomedicine
+Biometrics
+Biophysics
+Biostatistics
+Biotechnology
+Boolean
+Bootstrap
+Boteva
+Carcinogenicity
+Carcinoma
+Cardiomyopathy
+Cardiovascular
+Causal
+Causality
+Causation
+Cerebral
+Chemotherapy
+Cholesterol
+Chromosome
+Chronic
+Citation
+Clinical
+Clinician
+Cognitive
+Cohort
+Colonoscopy
+Comorbidity
+Compendium
+Complementary
+Complexity
+Compliance
+Comprehensive
+Computational
+Concordance
+Confounding
+Congenital
+Consensus
+Consortium
+Contingency
+Continuum
+Contraceptive
+Convergence
+Corpus
+Correlation
+Corticosteroid
+Covariate
+Cranial
+Criterion
+Criticality
+Cross-sectional
+Cumulative
+Curative
+Cytokine
+Cytology
+Cytopathology
+Cytotoxicity
+Data Extraction
+Data Format
+Data Retrieval
+Dataset
+Development Subset
+Direct Link
+Document Length
+Documents Data
+Download
+ECIR
+Evaluation
+Experiments
+Extracted Relevance Judgments
+FAQ
+Factual
+File
+Format
+Full-Text
+Functionality
+Gholipour
+Greger
+Heidelberg
+Heuristic
+Hierarchical
+Hyperparameter
+Hypothesis
+IDF
+Indexing
+Inference
+Informatics
+Information
+Ingestion
+Initialization
+Instance
+Integration
+Interoperability
+Intervention
+Inverse
+Irrelevance
+Judgment
+Judgments
+Kappa
+Kernel
+Knowledge
+Knowledge-based
+Knowledge-driven
+Knowledge-intensive
+Knowledge-representation
+Knowledge-sharing
+Knowledge-transfer
+Kullback-Leibler
+Learning
+Learning to Rank
+Level
+Link
+Links
+Literature
+MD5
+Medical
+Medical Documents
+Medical Information Retrieval
+Methodology
+Michael Greger
+NDCG
+NFCorpus
+NIST
+NLP
+Natural Language Processing
+Natural Language Queries
+Non-technical English
+NutritionFacts.org
+Padova
+Paper
+Parameters
+Partitioning
+Pathology
+Patient
+Pediatric
+Peer-reviewed
+Pharmacology
+Phenotype
+Physiology
+Pipeline
+Plagiarism
+Platform
+Population
+Postdoctoral
+Precision
+Preprocessing
+Prevalence
+Probability
+Proceedings
+PubMed
+Publication
+Quality
+Quantitative
+Quantization
+Quantum
+Quasi-experimental
+Queries
+Query
+Query Level
+Query-Document Pairs
+Query-document
+Query-level
+Querying
+Questionnaire
+Queueing
+Quorum
+RNA Sequencing
+Radiology
+Random Split
+Randomization
+Rank Dataset
+Rarefaction
+Reagent
+Receptor
+Recombinant
+Reconstitution
+Rectification
+Recurrence
+Redundancy
+Refinement
+Regeneration
+Regression
+Regulation
+Rehabilitation
+Reinforcement
+Rejuvenation
+Relapse
+Relevance Assessment
+Relevance Evaluation
+Relevance Feedback
+Relevance Judgments
+Relevance Levels
+Relevance Metrics
+Relevance Model
+Relevance Ranking
+Relevance Ranking Model
+Relevance Score Calculation
+Relevance Score Distribution
+Relevance Score Normalization
+Relevance Scores
+Relevance Thresholds
+Reliability
+Remediation
+Remission
+Renal
+Reperfusion
+Replication
+Repression
+Reproducibility
+Research
+Research Paper
+Resection
+Reservoir
+Resistance
+Resolution
+Resonance
+Respiration
+Restoration
+Restriction
+Results Analysis
+Retina
+Retraction
+Retrieval Data Set
+Retrieval Experiments
+Retrovirus
+Revascularization
+Revitalization
+Rheology
+Rheumatology
+Ribonucleic
+Ribonucleotide
+Ribosome
+Risk Assessment
+Rodenticide
+Rubella
+Salient
+Sample
+Sampling
+Scalability
+Scalable
+Schema
+Scientific
+Scope
+Search
+Segmentation
+Semantic
+Semantics
+Sensitivity
+Sequence
+Sequential
+Server
+Service
+Session
+Similarity
+Simulation
+Single-linkage
+Source
+Sparse
+Specialization
+Specification
+Spectral
+Speech
+Statistical
+Statistics
+Storage
+Stream
+Structured
+Subgraph
+Subnetwork
+Subset
+Subspace
+Supervised
+Support
+Syntactic
+Syntax
+System-level
+System-wide
+Systematic
+Systemic
+Systemization
+Systemized
+Systolic
+Tagging
+Taxonomy
+Technical
+Terminology
+Testing
+Textual
+Tfidf
+Thesaurus
+Threshold
+Topic
+Training
+Transcription
+Transformation
+Translation
+Trec_eval
+Treemaps
+URL
+Unigram
+Validation
+Vectorization
+Vocabulary
+Webpage
+Weighting
+XML
+YAML
+ablation
+absorption
+abstract
+academic
+acceleration
+accessibility
+accuracy
+acetylcholine
+acidification
+acquisition
+activation
+adaptation
+adaptive
+adenocarcinoma
+adhesion
+adjuvant
+adrenaline
+aerobic
+affinity
+aggregation
+algorithm
+algorithmic
+alignment
+allele
+annotation
+anomaly
+antibody
+application
+architecture
+archive
+artificial
+assessment
+association
+asymptomatic
+attribute
+augmentation
+authenticity
+authoritative
+autoimmune
+automation
+availability
+average
+avidity
+axial
+axiomatic
+azimuthal
+natural language queries
+non-technical English
+nutrition
+nutritionfacts
+nutritionfacts.org
+nutritionfacts.org data
+nutritionfacts.org queries
+nutritionfacts.org website