You're using an outdated browser. Please upgrade to a modern browser for the best experience.
Word2vec Skip-Gram Dimensionality Selection
Academic Video Service
All videos are free for registered users. Please login to proceed.
Sign Up Log In
  • View Times: 507
  • |
  • Update Date: 27 Sep 2022
Entropy Journal Video Abstracts
How to Measure the Subjective Passage of Time?
How to Measure the Subjective Passage of Time?
04:29
On Magnetic Models in Wavefunction Ensembles
On Magnetic Models in Wavefunction Ensembles
04:06
Optimized Joint Design for Probabilistic Semantic Communications
Optimized Joint Design for Probabilistic Semantic Communications
04:59
Fisher and Shannon Functionals for Hyperbolic Diffusion
Fisher and Shannon Functionals for Hyperbolic Diffusion
04:49
An Entropy Generation Rate Model for Tropospheric Behavior
An Entropy Generation Rate Model for Tropospheric Behavior
03:16
Entropy and Multifractal Systems in Finance
Entropy and Multifractal Systems in Finance
04:57
Scale-Free Chaos in the 2D Harmonically Confined Vicsek Model
Scale-Free Chaos in the 2D Harmonically Confined Vicsek Model
06:09
The Information Bottleneck’s Ordinary Differential Equation
The Information Bottleneck’s Ordinary Differential Equation
06:56
Integrated Information Theory 4.0’s Realist Idealism
Integrated Information Theory 4.0’s Realist Idealism
05:53
A Fluid Perspective of Relativistic Quantum Mechanics
A Fluid Perspective of Relativistic Quantum Mechanics
09:22
Experimental Evidence for Double Quaternary Azeotropy’s Existence
Experimental Evidence for Double Quaternary Azeotropy’s Existence
05:57
Oyster Non-Kochen-Specker Contextuality
Oyster Non-Kochen-Specker Contextuality
05:57
Origins of Genetic Coding
Origins of Genetic Coding
07:56
Tensor-Based Cooperative MIMO Communication Systems
Tensor-Based Cooperative MIMO Communication Systems
05:34
Voter-like Dynamics with Conflicting Preferences on Modular Networks
Voter-like Dynamics with Conflicting Preferences on Modular Networks
06:04
The Entropy Density Behavior across a Plane Shock Wave
The Entropy Density Behavior across a Plane Shock Wave
06:03
Autonomic Nervous System Influences on Cardiovascular Self-Organized Criticality
Autonomic Nervous System Influences on Cardiovascular Self-Organized Criticality
04:57
Algal Bloom Ties
Algal Bloom Ties
03:31
Gear Shifting in Biological Energy Transduction
Gear Shifting in Biological Energy Transduction
06:04
Quantum Advantage of Thermal Machines with Bose and Fermi Gases
Quantum Advantage of Thermal Machines with Bose and Fermi Gases
05:04
Experimental Counterexample to Bell’s Locality Criterion
Experimental Counterexample to Bell’s Locality Criterion
05:02
Information, Entropy, Life, and the Universe
Information, Entropy, Life, and the Universe
05:07
Replication in Energy Markets
Replication in Energy Markets
05:08
Event-by-Event Lévy Femtoscopy With EPOS
Event-by-Event Lévy Femtoscopy With EPOS
05:06
Human Fast Continuous Tapping from Trajectories
Human Fast Continuous Tapping from Trajectories
04:55
Dynamics of Remote Communication
Dynamics of Remote Communication
03:23
Phase-Amplitude Relations for a Particle
Phase-Amplitude Relations for a Particle
05:53
Energy Renewal
Energy Renewal
13:18
Categorical Smoothness of 4-Manifolds
Categorical Smoothness of 4-Manifolds
03:56
Dynamic Risk Prediction
Dynamic Risk Prediction
04:36
The Law of Entropy Increase and the Meissner Effect
The Law of Entropy Increase and the Meissner Effect
04:32
Word2vec Skip-Gram Dimensionality Selection
Word2vec Skip-Gram Dimensionality Selection
03:06
Victory Tax: A Holistic Income Tax System
Victory Tax: A Holistic Income Tax System
05:00
Playlist
  • model selection
  • information criteria
  • minimum description length
Video Introduction

This video is adapted from 10.3390/e23080997

In recent years, word2vec has been widely applied to many aspects of Natural Language Processing (NLP) and information retrieval such as machine translation, text classification, text summarization, and named entity recognition. Furthermore, word2vec is used in various fields such as materials science, healthcare, and recommendation engines.

Full Transcript
1000/1000
Hot Most Recent
Content is available under the terms and conditions of the Creative Commons Attribution (CC BY) license; additional terms may apply. By using this site, you agree to the Terms and Conditions and Privacy Policy.

Confirm

Are you sure to Delete?
Yes No
Cite
If you have any further questions, please contact Encyclopedia Editorial Office.
Yamanishi, K.; Hung, P. Word2vec Skip-Gram Dimensionality Selection. Encyclopedia. Available online: https://encyclopedia.pub/video/video_detail/353 (accessed on 05 December 2025).
Yamanishi K, Hung P. Word2vec Skip-Gram Dimensionality Selection. Encyclopedia. Available at: https://encyclopedia.pub/video/video_detail/353. Accessed December 05, 2025.
Yamanishi, Kenji, Pham Hung. "Word2vec Skip-Gram Dimensionality Selection" Encyclopedia, https://encyclopedia.pub/video/video_detail/353 (accessed December 05, 2025).
Yamanishi, K., & Hung, P. (2022, June 28). Word2vec Skip-Gram Dimensionality Selection. In Encyclopedia. https://encyclopedia.pub/video/video_detail/353
Yamanishi, Kenji and Pham Hung. "Word2vec Skip-Gram Dimensionality Selection." Encyclopedia. Web. 28 June, 2022.
Academic Video Service
Feedback