List: textmining | Curated by Erdogan Taskesen

Feb 8, 2025
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textmining
In
GoPenAI
by
kirouane Ayoub
Contextual Embeddings with ModernBERT : A Hands-On Guide to Fine-Tuning ModernBERT EmbedIn this blog post, we’ll dive into ModernBERT, a significant upgrade to traditional BERT models. While we previously explored the concept…
Jan 31
5
Jan 31
5
In
TDS Archive
by
Eivind Kjosbakken
How to Utilize ModernBERT and Synthetic Data for Robust Text ClassificationLearn how to fine-tune ModernBERT and create augmentations of text samples
Jan 22
Jan 22
In
TDS Archive
by
Petr Korab
Topic Modelling in Business Intelligence: FASTopic and BERTopic in CodeA comparison of two cutting-edge dynamic topic models solving consumer complaints classification exercise
Jan 22
3
Jan 22
3
In
Generative AI
by
syrom
Knowledge Graph Extraction & Visualization with local LLM from Unstructured Text: a History exampleMotivation and context
Apr 1, 2024
6
Apr 1, 2024
6
In
TDS Archive
by
Andrea D'Agostino
Extract any entity from text with GLiNERGLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms…
Mar 24, 2024
6
Mar 24, 2024
6
In
Towards AI
by
Youssef Hosni
Building RAG Application using Gemma 7B LLM & Upstash Vector DatabaseRetrieval-Augmented Generation (RAG) is the concept of providing large language models (LLMs) with additional information from an external…
Mar 8, 2024
3
Mar 8, 2024
3
In
TDS Archive
by
Mariya Mansurova
Topic Modelling in productionLeveraging LangChain to move from ad-hoc Jupyter Notebooks to production modular service
Oct 30, 2023
3
Oct 30, 2023
3
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
Maarten Grootendorst
BERTopic: What Is So Special About v0.16?Exploring Zero-Shot Topic Modeling, Model Merging, and LLMs
Dec 13, 2023
2
Dec 13, 2023
2
In
TDS Archive
by
Mariya Mansurova
Topics per Class Using BERTopicHow to understand the differences in texts by categories
Sep 9, 2023
4
Sep 9, 2023
4
In
Level Up Coding
by
Youssef Hosni
Building a PDF-Chat App using LangChain, OpenAI API & StreamlitChat with Your Pdf: Building PDF-Chat App Using LangChain, OpenAI API & Streamlit
Jul 4, 2023
3
Jul 4, 2023
3
In
TDS Archive
by
Samuele Mazzanti
What Is Better: One General Model or Many Specialized Models?Comparing the effectiveness of training several ML models specialized on different groups, versus training one unique model for all the…
Dec 30, 2022
10
Dec 30, 2022
10
Yash Bhaskar
Introduction to LLMs and the generative AI : Part 1- LLM Architecture, Prompt Engineering and LLM…Large language models (LLMs) have revolutionized the field of artificial intelligence (AI) development, offering developers unprecedented…
Jul 16, 2023
4
Jul 16, 2023
4
In
TDS Archive
by
Maarten Grootendorst
Topic Modeling with Llama 2Create easily interpretable topics with Large Language Models
Aug 22, 2023
12
Aug 22, 2023
12
In
TDS Archive
by
Dimitris Poulopoulos
The Ultimate Guide to Training BERT from Scratch: IntroductionDemystifying BERT: The definition and various applications of the model that changed the NLP landscape.
Sep 2, 2023
Sep 2, 2023
In
TDS Archive
by
Donato Riccio
Everything You Should Know About Evaluating Large Language ModelsFrom perplexity to measuring general intelligence
Aug 28, 2023
1
Aug 28, 2023
1
In
TDS Archive
by
Viacheslav Zhukov
Text classification challenge with extra-small datasets: Fine-tuning versus ChatGPTLLMs excel on extra-small datasets, but classical approaches shine as datasets grow
Jul 7, 2023
2
Jul 7, 2023
2
In
Better Programming
by
Maximilian Strauss
A Practical Guide To Extract Text From Images (OCR) in PythonHow to use optical character recognition with three libraries
Jan 10, 2023
3
Jan 10, 2023
3
Dr. Gabriel Lopez
Advanced Topic Detection with Deep LearningUse BERT, UMAP and HDBSCAN to capture document topics, following closely a state-of-the-art BERTopic architecture (transformer encoder).
Apr 10, 2023
2
Apr 10, 2023
2
In
TDS Archive
by
Eduardo Alvarez
Running Falcon Inference on a CPU with Hugging Face PipelinesLearn how to run inference with 7-billion and 40-billion Falcon on a 4th Gen Xeon CPU with Hugging Face Pipelines
Jun 6, 2023
2
Jun 6, 2023
2