Articles, tutorials and research in modern NLP
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Questgen- An NLP library for state-of-the-art Question Generation
Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any ...
question-generation question-answering t5 huggingface
Simple Transformers
Transformers for Classification, NER, QA, Language Modeling, Language Generation, T5, Multi-Modal, and Conversational AI.
transformers named-entity-recognition question-answering language-modeling
Simple Transformers: Transformers Made Easy
Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
transformers huggingface simple-transformers text-classification
The Sorcerer’s Apprentice Guide to Training LSTMs
Tricks of the trade for training Long Short-Term Memory networks.
recurrent-neural-networks lstm tips article
Project Insight is designed to create NLP as a service with code base for both front end GUI (streamlit) and backend server (FastAPI) the usage of ...
fastapi huggingface transformers pytorch
Behavioral Testing of NLP models with CheckList
An overview of the “CheckList” framework for fine-grained evaluation of NLP models
nlp natural-language-processing article tutorial
Interpretability and Analysis of Models for NLP
An in-depth look at interpretability and analysis of models for NLP (ACL 2020).
interpretability natural-language-processing acl-2020 article
A Gentle Introduction to Text Summarization in Machine Learning
Text summarization is the technique for generating a concise and precise summary of voluminous texts while focusing on the sections that convey useful ...
text-summarization natural-language-processing tutorial article
Building Level 3 Conversational AI Assistants
Presentations, panels, and fireside chats addressing all topics related to the creation of Level 3 AI assistants.
conversational-ai chatbot level-3 video
BERT NLP — How To Build a Question Answering Bot
Understanding the intuition with hands-on PyTorch code for BERT fine-tuned on SQuAD.
question-answering transformers bert squad
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