List: Natural Language Processing | Curated by Akshaya Balaji

Nov 16, 2023
35 stories
Natural Language Processing
In
TDS Archive
by
Sergei Savvov
All you need to know to Develop using Large Language ModelsExplaining in simple terms the core technologies required to start developing LLM-based applications.
Nov 15, 2023
5
Nov 15, 2023
5
In
TDS Archive
by
Shubham Agarwal
Cracking the Code LLMsHow code LLMs progressed from RNNs to Transformers
Nov 3, 2023
1
Nov 3, 2023
1
In
LlamaIndex Blog
by
Emanuel Ferreira
Improving RAG effectiveness with Retrieval-Augmented Dual Instruction Tuning (RA-DIT)In this blog post, we will explore RA-DIT capabilities to have better performance on Retrieval Augmentation Generation (RAG)
Oct 18, 2023
Oct 18, 2023
In
TDS Archive
by
Robert A. Gonsalves
Your Own Personal LLaMaHow you can find, retrieve, and feed your custom data into LLaMa 2 to improve responses
Oct 9, 2023
3
Oct 9, 2023
3
In
TDS Archive
by
Aparna Dhinakaran
LLM Evals: Setup and the Metrics That MatterHow to build and run LLM evals —  and why you should use precision and recall when benchmarking your LLM prompt template
Oct 13, 2023
4
Oct 13, 2023
4
In
TDS Archive
by
Damian Gil
Mastering Customer Segmentation with LLMUnlock advanced customer segmentation techniques using LLMs, and improve your clustering models with advanced techniques
Sep 26, 2023
36
Sep 26, 2023
36
In
TDS Archive
by
Dmitry Kazhdan
Now You See Me (CME): Concept-based Model ExtractionA label-efficient approach to Concept-based Models
Sep 22, 2023
1
Sep 22, 2023
1
In
TDS Archive
by
Tim Schopf
A Taxonomy of Natural Language ProcessingAn overview of different fields of study and recent developments in NLP
Sep 23, 2023
2
Sep 23, 2023
2
In
Analytics Vidhya
by
sangeetha natarajan
Text Summarization on Wikipedia pages using NLPThis article covers practical implementation of both Extractive and Abstractive text summarization on Wikipedia pages using python.
Jul 30, 2021
Jul 30, 2021
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
TDS Archive
by
Dimitris Poulopoulos
The Ultimate Guide to Training BERT from Scratch: The TokenizerFrom Text to Tokens: Your Step-by-Step Guide to BERT Tokenization
Sep 6, 2023
Sep 6, 2023
In
TDS Archive
by
Vyacheslav Efimov
Large Language Models: BERT — Bidirectional Encoder Representations from TransformerUnderstand how BERT constructs state-of-the-art embeddings
Aug 30, 2023
6
Aug 30, 2023
6
In
TDS Archive
by
Heiko Hotz
RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?The definitive guide for choosing the right method for your use case
Aug 24, 2023
30
Aug 24, 2023
30
In
TDS Archive
by
Zoumana Keita
How to Implement Hierarchical Clustering for Direct Marketing Campaigns— with Python CodeUnderstand the ins and outs of hierarchical clustering, and how it applies to marketing campaign analysis in the banking industry.
Aug 28, 2023
Aug 28, 2023
In
TDS Archive
by
Cameron R. Wolfe, Ph.D.
Teaching Language Models to use ToolsUsing tools makes us more capable as humans. Is the same true of LLMs?
Aug 27, 2023
Aug 27, 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
 This story is no longer available
In
TDS Archive
by
Shuai Guo, PhD
Developing an Autonomous Dual-Chatbot System for Research Paper DigestingA project walk-through for the concept, implementation, and demonstration
Aug 14, 2023
7
Aug 14, 2023
7
In
TDS Archive
by
Zoumana Keita
How to Chat With Any File from PDFs to Images Using Large Language Models — With CodeComplete guide to building an AI assistant that can answer questions about any file
Aug 5, 2023
15
Aug 5, 2023
15
In
TDS Archive
by
Antoine Villatte
How to add Domain-Specific Knowledge to an LLM Based on Your DataTurn your LLM into a field expert
Jul 11, 2023
1
Jul 11, 2023
1