Remove 2011 Remove Definition Remove Natural Language Processing
article thumbnail

What Is Retrieval-Augmented Generation?

Hacker News

Patrick Lewis “We definitely would have put more thought into the name had we known our work would become so widespread,” Lewis said in an interview from Singapore, where he was sharing his ideas with a regional conference of database developers. The concepts behind this kind of text mining have remained fairly constant over the years.

Database 181
article thumbnail

How artificial intelligence went from science fiction to science itself?

Dataconomy

Marvin Minsky offers a definition of AI as the development of computer programs that engage in tasks that currently rely on high-level mental processes such as perceptual learning, memory organization, and critical reasoning. This demonstrated the astounding potential of machines to learn and differentiate between various objects.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top 10 Deep Learning Platforms in 2024

DagsHub

Libraries and Extensions: Includes torchvision for image processing, touchaudio for audio processing, and torchtext for NLP. Notable Use Cases PyTorch is extensively used in natural language processing (NLP), including applications like sentiment analysis, machine translation, and text generation. In 2011, H2O.ai

article thumbnail

Deep text-pair classification with Quora's 2017 question dataset

Explosion

The Quora dataset is an example of an important type of Natural Language Processing problem: text-pair classification. The definition is block-scoped, so you can always read what the operators are being aliased to. This type of problem is challenging because you usually can’t solve it by looking at individual words.

article thumbnail

Parsing English in 500 Lines of Python

Explosion

Natural languages introduce many unexpected ambiguities, which our world-knowledge immediately filters out. There are lots of problems to solve to make that work, but some sort of syntactic representation is definitely necessary. Syntactic Processing Using the Generalized Perceptron and Beam Search.

Python 45
article thumbnail

Introducing spaCy v2.1

Explosion

of the spaCy Natural Language Processing library includes a huge number of features, improvements and bug fixes. spaCy is an open-source library for industrial-strength natural language processing in Python. Version 2.1 Prodigy is a fully scriptable annotation tool that complements spaCy extremely well.

Python 52
article thumbnail

Data Catalogs: A Category of Their Own

Alation

While this requires technology – AI, machine learning, log parsing, natural language processing,metadata management, this technology must be surfaced in a form accessible to business users – the data catalog. Here’s why your organization should catch the Wave. Subscribe to Alation's Blog.