dipanjanS/adv_nlp_workshop_odsc_europe22
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems
This project provides extensive, hands-on tutorials for individuals looking to master advanced Natural Language Processing (NLP) techniques. It takes raw text data and, through practical examples, shows how to build systems for tasks like text classification, sentiment analysis, search engines, summarization, and language translation. Data scientists, machine learning engineers, and NLP specialists who need to apply deep learning and transfer learning to real-world text problems will find it invaluable.
No commits in the last 6 months.
Use this if you are a data scientist or machine learning engineer with a foundational understanding of machine learning and deep learning, eager to build practical NLP applications using state-of-the-art techniques.
Not ideal if you are new to machine learning or deep learning concepts, or if you are looking for a plug-and-play solution without hands-on coding and model understanding.
Stars
51
Forks
19
Language
Jupyter Notebook
License
GPL-3.0
Category
Last pushed
Jun 14, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/dipanjanS/adv_nlp_workshop_odsc_europe22"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
floriankark/cs224n-win2223
Code and written solutions of the assignments of the Stanford CS224N: Natural Language...
ThinamXx/Transformers_NLP
The repository will contain a list of projects which we will work on while reading the books of...
ruanchaves/napolab
The Natural Portuguese Language Benchmark (Napolab). Stay up to date with the latest...
mantasu/cs224n
Solutions for CS224n (2022)
surrey-nlp/NLP-2025
Labs for COM3029/COMM061 at University of Surrey