Links tagged “nlp”
17 links, newest first.
towardsdatascience.com
Topic Model Labelling with LLMs: a Python-based method for labeling using the GPT4-o-mini tool
research.googleblog.com
Google Research introduces the Transformer, a self-attention architecture that drops recurrence and convolution and beats both on machine translation and parsing.
lattice.cnrs.fr
Laboratoire de recherche CNRS / ENS / Sorbonne Nouvelle consacré à la linguistique, au traitement automatique des langues et aux humanités numériques.
github.com
Python implementation of TextRank and related graph-based ranking algorithms, run as a spaCy pipeline component to pull key phrases and extractive summaries out of documents.
www-nlp.stanford.edu
Stanford's GloVe project — an unsupervised algorithm deriving word vectors from co-occurrence statistics, with pre-trained vectors to download.
nltk.org
API documentation for NLTK's tagging package, which provides the classes and interfaces for part-of-speech tagging.
streamhacker.com
Walkthrough of training gensim's word2vec on NLTK corpora and querying the resulting embeddings for similarly-used words.
developers.lyst.com
How Lyst applied word2vec and GloVe to its fashion catalogue to surface semantic relations between garments, designers and fashion vocabulary.
github.com
A Python module for web mining, bundling crawling and scraping, natural language processing, machine learning, network analysis and visualisation.
radimrehurek.com
A Python library for training topic models and word embeddings, representing documents as semantic vectors and comparing them at scale.
textblob.readthedocs.org
Documentation for TextBlob, a Python library offering a simple API for sentiment analysis, part-of-speech tagging, noun phrase extraction and translation.
andybromberg.com
Walkthrough of classifying movie reviews as positive or negative in Python with NLTK, reaching about 85% accuracy through feature selection.
