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Topic Models: Introduction

Jordan Boyd-Graber

This is a single lecture from a course. If you you like the material and want more context (e.g., the lectures that came before), check ...

Modeling Science: Dynamic Topic Models of Scholarly...

Google TechTalks

Google Tech Talks May 24, 2007 ABSTRACT A surge of recent research in machine learning and statistics has developed new ...

An Introduction to Topic Modeling

Summer Institute in Computational Social Science

In this video, Professor Chris Bail gives an introduction to topic models- a method for identifying latent themes in unstructured text ...

Topic Modeling Explained (LDA, BERT, Machine Learning)🤯📚🔍

shribe! - master your studies

Do want personal support with your research? Join my free community now: https://shribe.eu/research-lab ...

Matti Lyra - Evaluating Topic Models

PyData

Description Unsupervised models in natural language processing (NLP) have become very popular recently. Word2vec, GloVe ...

BERTopic for Topic Modeling - Maarten Grootendorst - Talking Language AI Ep#1

Cohere

Go in-depth into BERTopic with creator Maarten Grootendorst. We explore three important pillars of the package, modularity, ...

Introduction to Topic Modeling - (Learn Natural Language Processing using Python)

Analytics Vidhya

This module is a part of our video course: Natural Language Processing (NLP) using Python Explore the full video-course on ...

How to use BERTopic - Machine Learning Assisted Topic Modeling in Python

Python Tutorials for Digital Humanities

Join this channel to get access to perks: https://www.youtube.com/channel/UC5vr5PwcXiKX_-6NTteAlXw/join If you enjoy this ...

Prof. David Blei - Probabilistic Topic Models and User Behavior

The School of Informatics at the University of Edinburgh

David Blei, Professor of Statistics and Computer Science at Columbia University, delivered a lecture entitled 'Probabilistic Topic ...

BERT for Topic Modeling - EXPLAINED!

CodeEmporium

NLP with BERT! Topic Modeling with BERT Transformers Follow me on M E D I U M: ...

The Best Way to do Topic Modeling in Python - Top2Vec Introduction and Tutorial

Python Tutorials for Digital Humanities

Join this channel to get access to perks: https://www.youtube.com/channel/UC5vr5PwcXiKX_-6NTteAlXw/join If you enjoy this ...

Structured Topic Modeling (STM) in R: A Step-by-Step Guide for Beginners

CONNECTING ASIA TV

Want to quantify thematic shifts and topic evolution across your research data? Structured Topic Modeling (STM) is an advanced ...

Topic Modeling Explained with Implementation | Using LDA in Python | DataHour by Arpendu Ganguly

Analytics Vidhya

Natural Language Processing is one of the most trendier areas of Data Science! Within NLP, one of the key, yet less talked about, ...

Intuition behind Latent Dirichlet Allocation (LDA) for Topic Modeling

Bhavesh Bhatt

LDA Topic Models is a powerful tool for extracting meaning from text. In this video I talk about the idea behind the LDA itself, why ...

Latent Dirichlet Allocation (LDA) | Topic Modeling | Machine Learning

TwinEd Productions

This video is a short, theoretical introduction to defining the Latent Dirichlet Allocation (LDA) parameters for topic modeling.

BEST: Do topics make a metaphor: topic modeling for metaphor identification and analysis in Russian

AIST Conference

Yulia Badryzlova, Anastasia Nikiforova and Olga Lyashevskaya Do topics make a metaphor: topic modeling for metaphor ...

Topic modeling with R and tidy data principles

Julia Silge

Watch along as I demonstrate how to train a topic model in R using the tidytext and stm packages on a collection of Sherlock ...

4.5 Topic modeling (UvA - Information Retrieval - 2021)

Ilya Markov

Slides are available at https://bit.ly/3B45aSv. This work is licensed under a Creative Commons Attribution 4.0 International ...

What is Laten Dirichlet Allocation LDA (Topic Modeling for Digital Humanities 03.01)

Python Tutorials for Digital Humanities

In this video, we explore LDA Topic Modeling. LDA stands for Laten Dirichlet Allocation. This is a way of identifying multiple topics ...

LDAvis: A method for visualizing and interpreting topic models

ASA Statistical Computing & Graphics Sections

This video (recorded September 2014) shows how interactive visualization is used to help interpret a topic model using LDAvis.