cardiffnlp / tweetnlp
TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.
☆344Updated 3 weeks ago
Alternatives and similar repositories for tweetnlp:
Users that are interested in tweetnlp are comparing it to the libraries listed below
- Repository for TweetEval☆372Updated 2 years ago
- A Python library for calculating a large variety of metrics from text☆337Updated 4 months ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆262Updated 5 months ago
- Clustering sentence embeddings to extract message intent☆173Updated 3 years ago
- BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)☆590Updated 9 months ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- TimeLMs: Diachronic Language Models from Twitter☆108Updated last year
- Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k se…☆150Updated last year
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆75Updated last year
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆756Updated 9 months ago
- Flexible calculation of moral foundation scores from textual input data based on word embedding methods.☆45Updated 2 years ago
- Pretrained BERT model for analysing COVID-19 Twitter data☆185Updated 2 years ago
- Creating class-based TF-IDF matrices☆83Updated 2 years ago
- SpanMarker for Named Entity Recognition☆425Updated 3 months ago
- 📗 Score text readability using a number of formulas: Flesch-Kincaid Grade Level, Gunning Fog, ARI, Dale Chall, SMOG, and more☆375Updated 7 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,227Updated 2 months ago
- Text analysis with networks.☆284Updated 3 weeks ago
- ☆158Updated 10 months ago
- Catalog of abusive language data (PLoS 2020)☆309Updated 10 months ago
- A python package for text preprocessing task in natural language processing.☆63Updated 2 years ago
- Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021☆37Updated 3 years ago
- Concept Modeling: Topic Modeling on Images and Text☆205Updated 5 months ago
- Zero and Few shot named entity & relationships recognition☆366Updated this week
- A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainabl…☆341Updated 3 months ago
- Fixes contractions such as `you're` to `you are`☆317Updated 2 years ago
- A module to compute textual lexical richness (aka lexical diversity).☆106Updated last year
- A reading list of up-to-date papers on NLP for Social Good.☆300Updated last year
- Package to extract connotation frames☆84Updated last year
- Active Learning for Text Classification in Python☆613Updated 2 weeks ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆387Updated last year