cardiffnlp / tweetnlpLinks
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.
☆364Updated 7 months ago
Alternatives and similar repositories for tweetnlp
Users that are interested in tweetnlp are comparing it to the libraries listed below
Sorting:
- Repository for TweetEval☆386Updated 3 years ago
- A Python library for calculating a large variety of metrics from text☆356Updated 11 months ago
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆83Updated last year
- Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k se…☆155Updated 4 months ago
- Clustering sentence embeddings to extract message intent☆174Updated 4 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆791Updated this week
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆265Updated last year
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆96Updated 2 years ago
- A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks☆635Updated last year
- Catalog of abusive language data (PLoS 2020)☆319Updated last year
- Concept Modeling: Topic Modeling on Images and Text☆215Updated last year
- Repository for the LREC 2022 submission on Emotion Word Dynamics in Geolocated Tweet data.☆102Updated 2 years ago
- Text analysis with networks.☆290Updated last week
- Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).☆27Updated last year
- Zero and Few shot named entity & relationships recognition☆391Updated 2 months ago
- BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)☆600Updated last year
- SKILLSPAN: Competences as Spans for Skill Extraction from Job Postings☆64Updated 9 months ago
- A python package for text preprocessing task in natural language processing.☆63Updated 3 years ago
- A module to compute textual lexical richness (aka lexical diversity).☆110Updated 2 years ago
- Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.☆222Updated 2 years ago
- 📗 Score text readability using a number of formulas: Flesch-Kincaid Grade Level, Gunning Fog, ARI, Dale Chall, SMOG, and more☆394Updated last year
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆186Updated last year
- BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them t…☆147Updated last year
- TimeLMs: Diachronic Language Models from Twitter☆111Updated last year
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,250Updated 3 months ago
- Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.☆120Updated last month
- Fast, flexible extraction of moral information from textual input data.☆115Updated 2 months ago
- Active Learning for Text Classification in Python☆632Updated last week
- Datasets for Hate Speech Detection☆133Updated 2 years ago
- Repository for XLM-T, a framework for evaluating multilingual language models on Twitter data☆158Updated 2 years ago