feat: push custom dataset

README.md

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+---
+license: apache-2.0
+task_categories:
+- feature-extraction
+- sentence-similarity
+language:
+- en
+tags:
+- sentence-transformers
+- feature-extraction
+- sentence-similarity
+- mteb
+- Medical
+- Nutrition
+- Queries
+- Documents
+- Relevance
+pretty_name: medical information retrieval
+size_categories:
+- n<1K
+---
+# NFCorpus-0-0-gpt-4o-2024-05-13-470790 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-2024-05-13-470790**](https://huggingface.co/fine-tuned/NFCorpus-0-0-gpt-4o-2024-05-13-470790) 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-2024-05-13-470790")
+print(dataset['test'][0])
+```

document_types.txt

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+natural language query
+medical document
+relevance judgment

search_type.txt

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+medical information retrieval

topics.txt

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+A/B Testing
+Abstract
+Abstraction
+Academic
+Access
+Accession
+Accuracy
+Accurate
+Acquisition
+Adaptation
+Adherence
+Aggregation
+Algorithm
+Alignment
+Alignment-free
+Ambiguity
+Analysis
+Annotation
+Annotation-free
+Anonymization
+Antibody
+Application
+Application Programming Interface (API)
+Approximation
+Arbitrary
+Architecture
+Archive
+Article
+Artificial Intelligence (AI)
+Assessment
+Association
+Assumption
+Asymptotic
+Atomicity
+Attribute
+Attribute-based
+Augmentation
+Authentication
+Authoritative
+Authorship
+Autoencoder
+Automated
+Availability
+Availability Zone
+Average
+Axiomatic
+BM25
+Boteva
+Causal
+Causation
+Causative
+Causative Factors
+Causative Pathways
+Causative Relationships
+Cellular
+Cellular Mechanisms
+Cellular Pathways
+Cellular Processes
+Chronic
+Chronic Conditions
+Chronic Diseases
+Clinical
+Clinical Data
+Clinical Evidence
+Clinical Guidelines
+Clinical Outcomes
+Clinical Practice
+Clinical Research
+Clinical Trials
+Cohort
+Cohort Studies
+Comorbidity
+Comparative Analysis
+Comparative Effectiveness
+Comparative Studies
+Complex Terminology
+Complications
+Computational Methods
+Computational Models
+Concomitant
+Concomitant Medications
+Confounding Variables
+Congenital
+Congenital Disorders
+Consensus Guidelines
+Controlled Trials
+Coronary Artery Disease
+Correlation Coefficients
+Corticosteroids
+Cost-effectiveness Analysis
+Cross-sectional Studies
+Cytokines
+Cytotoxic Agents
+Cytotoxic Effects
+Cytotoxicity
+Data Extraction
+Data Format
+Data Retrieval
+Dataset
+Development Subset
+Direct Link
+Document Length
+Document Retrieval
+Documents Data
+Download
+ECIR
+Evaluation
+Experiments
+Extraction Process
+FAQ
+Factual
+File
+Format
+Full-Text
+Functionality
+Gholipour
+Greger
+Heidelberg
+Heuristic
+Hierarchical
+Hyperlink
+Hypertext
+Hypothesis
+Indexing
+Informatics
+Information
+Infrastructure
+Ingestion
+Inherent
+Interdisciplinary
+Interlinking
+Internal
+International
+Internet
+Interoperability
+Interrelation
+Interrogation
+Intersection
+Intervention
+Intranet
+Intrinsic
+Investigation
+Judgment
+Knowledge
+Knowledge-driven
+Knowledge-intensive
+Knowledge-sharing
+Knowledge-transfer
+Knowledgeable
+Knowledgebase
+Learning
+Learning to Rank
+Linguistic
+Linguistic Analysis
+Linguistic Features
+Link
+Link Extraction
+Linkage
+Literature
+Machine Learning
+Medical
+Medical Documents
+Medical Information Retrieval
+Medical Terminology
+Metadata
+Methodology
+Metrics
+Microbiology
+Modeling
+Modeling Techniques
+Multilingual
+Multimodal
+NDCG
+NFCorpus
+NIST
+Natural Language Processing
+Non-technical Language
+NutritionFacts.org
+Ontology
+Optimization
+Padova
+Paper
+Parameterization
+Parsing
+Performance Metrics
+Pharmacology
+Precision
+Preprocessing
+Probabilistic Models
+Proceedings
+PubMed
+Publication
+Qrel
+Queries
+Query
+Query Analysis
+Query Expansion
+Query Level Split
+Query Processing
+RNA Interference
+Radiology
+Radionuclide
+Radiotherapy
+Randomization
+Ranking Algorithms
+Rarefaction
+Reagent
+Receptor
+Recombinant
+Reconstitution
+Rectification
+Recurrence
+Redundancy
+Refinement
+Regeneration
+Regression
+Regulation
+Rehabilitation
+Reinforcement
+Rejuvenation
+Relapse
+Relevance
+Relevance Judgments
+Relevance Levels
+Remission
+Renal
+Replication
+Repression
+Reproducibility
+Resection
+Reservoir
+Resistance
+Resolution
+Resonance
+Respiration
+Restoration
+Restriction
+Retina
+Retraction
+Retrieval Models
+Retrieval Performance
+Retrovirus
+Reusability
+Revascularization
+Rheology
+Rheumatology
+Ribonucleic
+Ribonucleoprotein
+Ribonucleotide
+Ribosome
+Risk Assessment
+Robustness
+Rodenticide
+Script
+Sec
+Section
+Service
+Setup
+Source
+Sources
+Split
+Statnlpgroup
+Subset
+Subsets
+System
+Tagging
+Taxonomy
+Technical
+Terminology
+Testing
+Textual
+Tfidf
+Thesaurus
+Threshold
+Topic
+Training
+Transcription
+Translation
+TreC_eval
+URL
+Usage
+User-generated
+Validation
+Vectorization
+Vocabulary
+Webpage
+Weighting
+XML
+Yearly
+Yielding
+Z-score
+natural language queries
+non-technical English
+nutrition
+nutritionfacts
+nutritionfacts.org
+nutritionfacts.org data
+nutritionfacts.org queries
+nutritionfacts.org queries data
+nutritionfacts.org site
+nutritionfacts.org website