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
+- Science
+- Research
+- Academia
+- Innovation
+- Technology
+pretty_name: academic paper search for scientific research
+size_categories:
+- n<1K
+---
+# scientific_papers_from_arxiv Dataset
+
+## Dataset Description
+
+The dataset "academic paper search for scientific research" 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 [**scientific_papers_from_arxiv**](https://huggingface.co/fine-tuned/scientific_papers_from_arxiv) 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/scientific_papers_from_arxiv")
+print(dataset['test'][0])
+```

topics.txt

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+Abstract
+Academic
+Algorithm
+Analysis
+Anomaly
+Application
+Approximation
+Arbitration
+Architecture
+Artificial
+Assumption
+Asymptotic
+Attribute
+Augmented
+Automated
+Autonomous
+Availability
+Axiom
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Axiomatic
+Baryogenesis
+Baryon
+Baryon Acoustic Oscillations
+Baryonic Matter
+Bathymetry
+Bayesian Inference
+Bayesian Network
+Bayesian Optimization
+Bayesian Statistics
+Beamforming
+Behavioral Ecology
+Bell's Theorem
+Bessel Function
+Beta Decay
+Bethe Ansatz
+Bethe-Salpeter Equation
+Bethe-Weizsäcker Formula
+Bianchi Identity
+Bianchi Type
+Bicubic Interpolation
+Bifurcation Theory
+Big Bang Nucleosynthesis
+Big Crunch
+Big Rip
+Binary Star System
+Bioinformatics
+Biological Anthropology
+Biological Clock
+Biological Control
+Biological Diversity
+Biological Evolution
+Biological Hierarchy
+Biological Invasions
+Biological Network
+Biological Species Concept
+Biological Warfare
+Bioluminescence
+Biomass Energy
+Biomechanics
+Biomedical Engineering
+Biomedical Imaging
+Biomedical Informatics
+Biomedical Science
+Biometric Authentication
+Biophysical Chemistry
+Biosphere Reserve
+Biot-Savart Law
+Bioturbation
+Black Hole Thermodynamics
+Categorical Imperative
+Causality
+Cellular Automata
+Central Limit Theorem
+Cerebral Cortex
+Chaos Theory
+Chemical Synthesis
+Chromatography
+Chronic Inflammation
+Circuit Complexity
+Circular Dichroism
+Cladistics
+Clathrate Hydrate
+Climatology
+Clinical Trials
+Cloning Vector
+Cluster Analysis
+Coalescent Theory
+Cobordism
+Cognitive Dissonance
+Cohomology
+Collagen Matrix
+Collatz Conjecture
+Collective Intelligence
+Colloidal Dispersion
+Combinatorial Optimization
+Comet Assay
+Commensalism
+Commutative Algebra
+Compact Riemann Surface
+Comparative Genomics
+Complement System
+Complex Analysis
+Complexity Class
+Composite Material
+Computational Biology
+Computational Complexity
+Computational Fluid Dynamics
+Computational Geometry
+Computer Vision
+Concentration Gradient
+Condensed Matter Physics
+Conformational Change
+Conjugate Gradient Method
+Conservation Laws
+Conserved Quantity
+Constraint Satisfaction
+Constructal Theory
+Contact Inhibition
+Continuum Mechanics
+Convolutional Neural Network
+Data Mining
+Decomposition
+Differential Equation
+Digital Signal Processing
+Discrete Mathematics
+Distributed Computing
+Domain Specific Language
+Eigenvalue
+Elasticity Theory
+Electric Field
+Electrochemical Cell
+Electromagnetic Spectrum
+Electron Microscopy
+Electron Paramagnetic Resonance
+Electron Spin Resonance
+Electron Transfer Reaction
+Electrophoretic Mobility
+Electrostatic Potential
+Electrothermal Analysis
+Elementary Particle Physics
+Elliptic Curve Cryptography
+Embedded System
+Empirical Formula
+Empirical Research
+Endoplasmic Reticulum
+Energy Band Gap
+Energy Dispersive X-ray Spectroscopy
+Energy Efficiency
+Energy Level Diagram
+Enzyme Catalysis
+Enzyme Kinetics
+Ergodic Hypothesis
+Ergodic Theory
+Error Analysis
+Error Correction Code
+Euler's Formula
+Evolutionary Algorithm
+Evolutionary Psychology
+Exoplanet Detection
+Expert System
+Exponential Decay
+Exponential Growth
+Exponential Smoothing
+Exponential Time Complexity
+Extracellular Matrix
+Extrapolation
+Eyespot Pattern
+Fermi Paradox
+Fiber Optics
+Field Emission Microscopy
+Fizeau Experiment
+Fluorescence Spectroscopy
+Fourier Transform Infrared Spectroscopy
+Fresnel Lens
+Fusion Reactor
+Galactic Nucleus
+Galaxy Cluster
+Galaxy Formation
+Galaxy Merger
+Galaxy Redshift Survey
+Galaxy Rotation Curve
+Gamma Ray Burst
+Gas Chromatography
+Gas Giant
+Gaussian Distribution
+General Relativity
+Genetic Algorithm
+Genome Sequencing
+Geodesic Deviation
+Geometric Optics
+Geostationary Orbit
+Geothermal Energy
+Glacial Erosion
+Global Warming
+Gravitational Lensing
+Gravitational Wave
+Greenhouse Effect
+Groundwater Contamination
+Group Theory
+Gyroscopic Precession
+Gödel's Incompleteness Theorems
+Hartree-Fock
+Hawking Radiation
+Heisenberg Uncertainty Principle
+Higgs Boson
+Hilbert Space
+Holographic Principle
+Hydrogen Bonding
+Hyperbolic Geometry
+Infrared Spectroscopy
+Ising Model
+Kerr Black Hole
+Klein-Gordon Equation
+Kramers-Kronig Relations
+Krebs Cycle
+Kuiper Belt
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta Condition
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Lift Theorem
+Kutta-Joukowski Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Kutta-Zhukovsky Theorem
+Lagrangian
+Laser Spectroscopy
+Lattice
+Lattice Energy
+Lattice Parameter
+Lattice Strain
+Lattice Vacancy
+Lattice Vibrations
+Laws of Thermodynamics
+Le Chatelier's Principle
+Lepton
+Lepton Number
+Lever Rule
+Light Scattering
+Linear Elasticity
+Linear Momentum
+Linear Operator
+Linear Response Theory
+Liquid Crystal
+Liquidus Line
+Lithography
+Local Density Approximation
+Local Field Correction
+Local Spin Density Approximation
+Lorentz Force
+Lorentz Invariance
+Luminosity
+Magnetic Anisotropy
+Magnetic Domain
+Magnetic Flux
+Magnetic Hysteresis
+Magnetic Monopole
+Magnetic Quantum Number
+Magnetic Resonance Imaging
+Magnetic Susceptibility
+Magnetization
+Magnetoelectric Effect
+Magnetohydrodynamics
+Magnetometer
+Magnetopause
+Magnetorheological Fluid
+Magnetostatics
+Magnetostriction
+Magnon
+Majorana Fermion
+Mandelstam Variables
+Mass Defect
+Mass Spectrometry
+Maxwell's Equations
+Nanosecond
+Nanotechnology
+Nanotube
+Nanowatt
+Nanowattmeter
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowire
+Nanowrinkle
+Paper Abstracts
+Peer Review
+Periodical Index
+Phenomenological Study
+Philosophical Inquiry
+Physical Sciences
+Plagiarism Detection
+Policy Analysis
+Population Dynamics
+Postdoctoral Researcher
+Practical Applications
+Predictive Modeling
+Preprint Repository
+Primary Sources
+Probabilistic Inference
+Professional Journals
+Program Evaluation
+Project Management
+Psychological Assessment
+Public Health Policy
+Qualitative Research
+Quantitative Analysis
+Quantum Mechanics
+Query Optimization
+Questionnaire Design
+Quorum Sensing
+RNA Sequencing
+Radiation Dosimetry
+Radiation Oncology
+Radiation Shielding
+Radiative Cooling
+Radiative Forcing
+Radiative Transfer
+Radiative Transfer Equation
+Radio Frequency Interference
+Radioactive Decay
+Radioactive Isotope
+Radioactive Waste Management
+Radiochemistry
+Radiogenic Isotope
+Radiolabeling
+Radiometric Dating
+Radiopharmaceutical
+Radiosurgery
+Raman Spectroscopy
+Randomized Algorithm
+Randomized Controlled Trial
+Rare Earth Element
+Rarefaction Wave
+Rayleigh Scattering
+Reaction Kinetics
+Reactive Flow
+Recombinant DNA
+Reference Database
+Refractive Index
+Regenerative Braking
+Regression Analysis
+Relativistic Astrophysics
+Reliability Engineering
+Reliability Engineering
+Remote Sensing
+Remote Sensing
+Renewable Energy
+Research Methodology
+Resonance Frequency
+Resonance Imaging
+Resonant Cavity
+Resonant Tunneling
+Retardation Factor
+Retrospective Study
+Rheological Behavior
+Riemann Hypothesis
+Ring Laser Gyroscope
+Risk Assessment
+Robotic Surgery
+Robotics Engineering
+Rocket Propulsion
+Root Cause Analysis
+Rotational Dynamics
+Rotational Symmetry
+Rydberg Atom
+Rydberg Constant
+Rydberg Formula
+Rydberg State
+Rydberg Transition
+Rydberg Wavefunction
+Scholarly
+Scientific
+Scientific Methodology
+Search Algorithm
+Searchable
+Semantics
+Sensitivity Analysis
+Signal Processing
+Simulation
+Sociological Perspective
+Software Development
+Space Exploration
+Spectral Analysis
+Statistical Inference
+Stochastic Modeling
+Structural Biology
+Structural Equation Modeling
+Substantive
+Supervised Learning
+Survey Methodology
+Survey Sampling
+Sustainability
+Sustainable Development
+Systematic Review
+Systematic Review
+Systems Biology
+Systems Engineering
+Systems Theory
+Theoretical Framework
+Thermodynamics
+Transistor
+Ultraviolet
+Vibration Analysis
+Wavefunction
+Xenon
+Yield Strength
+Zeta Potential