List: NLP | Curated by Gauti Sigthorsson

Nov 24, 2022
16 stories
NLP
In
Generative AI
by
Mary Newhauser
Fine-tuning DistilBERT on senator tweetsA guide to fine-tuning DistilBERT on the tweets of American Senators with snscrape, SQLite, and Transformers (PyTorch) on Google Colab.
Mar 18, 2022
1
Mar 18, 2022
1
In
TDS Archive
by
Maeda Hanafi, PhD
The Design Behind a Filter for a Text Extraction ToolA couple of years back, I worked on an Information Extraction (IE) tool called SEER, that helps users extract data from a document. For…
Sep 28, 2022
Sep 28, 2022
In
TDS Archive
by
Petr Korab
Arabica: A Python Package for Exploratory Analysis of Text DataArabica provides unigrams, bigrams, and trigrams frequencies by a period in a single line of code. Learn more in this tutorial.
Sep 10, 2022
4
Sep 10, 2022
4
In
TDS Archive
by
Petr Korab
Text Network Analysis: Generate Beautiful Network VisualisationsDiscover how to visualize text networks in the circular, radial, and matrix forms: circos, hive, and matrix plots. At the same time, learn…
Aug 4, 2022
Aug 4, 2022
In
TDS Archive
by
Anne Bode
NYT Sentiment Analysis with TensorFlowNow that we are one year into the Biden Administration, I started to wonder how positive news coverage was during his first year in office…
Jan 9, 2022
Jan 9, 2022
In
TDS Archive
by
Khuyen Tran
Write Clean Python Code Using PipesA Short and Clean Approach to Processing Iterables
Oct 27, 2021
38
Oct 27, 2021
38
In
TDS Archive
by
Susan Li
When Topic Modeling is Part of the Text Pre-processingHow to effectively and creatively pre-process text data
Oct 5, 2019
5
Oct 5, 2019
5
In
TDS Archive
by
Susan Li
Multi Class Text Classification With Deep Learning Using BERTNatural Language Processing, NLP, Hugging Face
Aug 2, 2020
21
Aug 2, 2020
21
In
TDS Archive
by
Susan Li
A Complete Exploratory Data Analysis and Visualization for Text DataHow to combine visualization and NLP in order to generate insights in an intuitive way
Mar 18, 2019
27
Mar 18, 2019
27
In
TDS Archive
by
Soner Yıldırım
Beyond the Numbers with Python PandasHow to handle textual data.
Oct 13, 2021
1
Oct 13, 2021
1
In
TDS Archive
by
Sejal Dua
Dynamic Topic Modeling with BERTopicDigesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 3)
Oct 3, 2021
2
Oct 3, 2021
2
In
TDS Archive
by
Primož Godec
Keyword Extraction Methods — The OverviewKeyword extraction methods find relevant keywords in the documents. This article summarizes the most common methods for keyword extraction.
Sep 19, 2021
10
Sep 19, 2021
10
In
TDS Archive
by
Sejal Dua
NLP Preprocessing and Latent Dirichlet Allocation (LDA) Topic Modeling with GensimDigesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 2)
Sep 9, 2021
Sep 9, 2021
In
TDS Archive
by
Michael Galkin
Knowledge Graphs in Natural Language Processing @ ACL 2021Your guide to the KG-related NLP research, ACL edition
Aug 5, 2021
5
Aug 5, 2021
5
In
Python in Plain English
by
Eric Fillion
TextBlob — A Package Every Python Programmer Should KnowNo need to call in the Data Scientist to perform NLP
Jul 22, 2021
5
Jul 22, 2021
5
In
TDS Archive
by
Alan Davies
A Natural Language Processing (NLP) PrimerOverview of common NLP tasks using Python
Jul 22, 2021
Jul 22, 2021