Spark NLP: Accuracy and Scalability
Another, indystry focused NLP player, accurate, scalable and multilangual. ... Read More
NLP
QuantumStat: NLP on Steroids
Introduction Anather post related to NLP and transfer-learning paradigm. Since at least in the after-BERT era it is not preferable to train your own model for anything related to NLP, the normal way of doing things is: Find a model that is already fine-tuned for your purpose, and Use it, ... Read More
Zero-Shot Text Classification
Introduction: The stone-age AI Era In the beginning, in the AI stone-age era, you take several thousands of observations and train an old-style fully-connected neural network, And, if you were happy, you would have something useful. That time of training our own neural networks is done a long time ago, ... Read More
HuggingFace Impresses Again. No Need for Fine-Tuning.
With the latest HuggingFace BERT based transformers, it is possible to implement text classification against arbitrarily chosen set of categories. ... Read More
History Lessons From Parallel Universes
Few fictction history lessons, autogenerated by GPT-2. ... Read More
AdapterHub: New Kid on the Block for Transfer Learning
Introduction First, there was a BERT, at least all of this started with it. It is a general-purpose language model, once pre-trained for different languages and in different size variations. If you wanted to use it for some specific task, you should fine-tune it in a way that you take ... Read More
About GPT-3. Again.
There is a lot of hype about GPT-3 since it appeared. Everybody was so excited about its results. It doesn’t need fine-tuning for some specific task, which is quite an impressive result. Also, it is very good at writing poems, writing code, and SQL queries at the same time. Isn’t ... Read More
Talk to SQL Like a Human
NLP can change the way how we are writing SQL queries. Recen research from Facebook shows us how to accomplish this. Maybe it is not perfect, but can be used as a shortcut to generate initial SQL query than in addition can be modified and optimized. Few datils about this ... Read More
GPT-3 … OMG
OpenIA released GPT-3. For the NLP enthusiasts it is not necessary to explain why does this matter 🙂 Anyway, few links on the toppic: Top editor’s note: Now it doesn’t need fine-tuning per specific task. They created a new milestone in NLP and AI in general. ... Read More
A Site with Interesting NLP Offerings Based on BERT
Few days ago I incidently found this on Internet: Highly interesting for NLP enthusijastics that want to unleash the power of BERT. ... Read More