List: NLP | Curated by Victor Murcia

Feb 19, 2025
20 stories
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NLP
In
Towards AI
by
Adit Sheth
Advanced Fine-Tuning Techniques: Optimizing LLMs for Enterprise ApplicationsIntroduction
Feb 16
Feb 16
In
TDS Archive
by
Mariya Mansurova
Text Embeddings: Comprehensive GuideEvolution, visualisation, and applications of text embeddings
Feb 13, 2024
21
Feb 13, 2024
21
In
TDS Archive
by
James Briggs
How to Apply Transformers to Any Length of TextRestore the power of NLP for long sequences
Mar 10, 2021
7
Mar 10, 2021
7
In
TDS Archive
by
Mel Richey, PhD
Entity-Resolved Knowledge GraphsNew words. Old concepts. In the end, it’s about data fusion.
Jun 21, 2024
3
Jun 21, 2024
3
In
TDS Archive
by
Shashank Kapadia
Evaluate Topic Models: Latent Dirichlet Allocation (LDA)A step-by-step guide to building interpretable topic models
Aug 19, 2019
27
Aug 19, 2019
27
In
TDS Archive
by
Ria Kulshrestha
Latent Dirichlet Allocation(LDA)A statistical model for discovering the abstract topics aka topic modeling.
Jul 19, 2019
12
Jul 19, 2019
12
In
TDS Archive
by
Márton Kardos
Semantic Signal SeparationUnderstand Semantic Structures with Transformers and Topic Modeling
Feb 11, 2024
2
Feb 11, 2024
2
In
TDS Archive
by
Rahul Nayak
How to Convert Any Text Into a Graph of ConceptsA method to convert any text corpus into a Knowledge Graph using Mistral 7B.
Nov 10, 2023
73
Nov 10, 2023
73
In
Level Up Coding
by
Ida Silfverskiöld
Fine-Tune Smaller NLP Models with Hugging Face for Specific Use CasesWith a custom dataset using the Transformers library
Dec 4, 2023
10
Dec 4, 2023
10
In
TDS Archive
by
Márton Kardos
Explore Semantic Relations in Corpora with Embedding ModelsRecently I have talked to a handful of fellow students and scholars who had research interests which involved the analysis of free-form…
Nov 24, 2023
2
Nov 24, 2023
2
In
TDS Archive
by
Bernhard Pfann, CFA
Build a Language Model on your WhatsApp ChatsA visual guide through the GPT architecture with an application
Nov 21, 2023
5
Nov 21, 2023
5
In
TDS Archive
by
Akash Kaul
Using scispaCy for Named-Entity Recognition (Part 1)A step-by-step tutorial for extracting data from biomedical literature
May 18, 2020
3
May 18, 2020
3
In
TDS Archive
by
Angelica Lo Duca
How to Create a Custom NER in Spacy 3.5A quick tutorial on extracting custom entities from a text
Apr 25, 2023
2
Apr 25, 2023
2
Tom Tillo
Using Prodigy for NLP text annotation (#revolution.ai) for spaCyStep by Step guide from Installation to best practices and tips on creating annotations on Prodigy for your next NLP project
Nov 30, 2021
Nov 30, 2021
In
TDS Archive
by
Dominik Polzer
All You Need to Know to Build Your First LLM AppA step-by-step tutorial to document loaders, embeddings, vector stores and prompt templates
Jun 22, 2023
53
Jun 22, 2023
53
In
TDS Archive
by
Mohan Gupta
A Review of Named Entity Recognition (NER) Using Automatic Summarization of ResumesUnderstand what NER is and how it is used in the industry, various libraries for NER, code walk through of using NER for resume…
Jul 9, 2018
11
Jul 9, 2018
11
Vladimir Ilievski
The new normal that changes the way we do AI. Here is how, with illustrated examplesIllustrated examples of how and why to use and adopt the BERT-like models in the industry
Jan 14, 2021
1
Jan 14, 2021
1
In
Towards AI
by
Edoardo Bianchi
I Fine-Tuned GPT-2 on 110K Scientific Papers. Here’s The ResultContent writing by AI is common, but is it possible for an AI to write technical essays?
Nov 10, 2022
6
Nov 10, 2022
6
In
TDS Archive
by
Davis David
How to Detect and Translate Languages for NLP ProjectFrom a Text Data with Multiple Languages To a Single Language
Jan 9, 2021
3
Jan 9, 2021
3
In
CodeX
by
Sonny Nguyen
How the Pandemic Shaped Conspiracy Theories on Reddit?Sentiment and topic analysis of r/conspiracy
May 7, 2022
1
May 7, 2022
1