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.
☆336Updated 7 months ago
Alternatives and similar repositories for tweetnlp:
Users that are interested in tweetnlp are comparing it to the libraries listed below
- Repository for TweetEval☆367Updated 2 years ago
- Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k se…☆149Updated last year
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆75Updated last year
- A Python library for calculating a large variety of metrics from text☆334Updated 3 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…☆259Updated 4 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,225Updated last month
- Concept Modeling: Topic Modeling on Images and Text☆205Updated 4 months ago
- TimeLMs: Diachronic Language Models from Twitter☆108Updated last year
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆753Updated 8 months ago
- Clustering sentence embeddings to extract message intent☆173Updated 3 years ago
- Creating class-based TF-IDF matrices☆83Updated 2 years ago
- BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)☆589Updated 8 months ago
- ☆158Updated 9 months ago
- Repository for the LREC 2022 submission on Emotion Word Dynamics in Geolocated Tweet data.☆91Updated last year
- A python package to enrich Twitter Data☆75Updated last year
- A collection of topic diversity measures for topic modeling☆45Updated 3 years ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆214Updated 2 months ago
- Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.☆118Updated 11 months ago
- SpanMarker for Named Entity Recognition☆424Updated 2 months ago
- TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)☆276Updated 2 weeks ago
- Package to extract connotation frames☆84Updated last year
- Text analysis with networks.☆285Updated this week
- Repository for XLM-T, a framework for evaluating multilingual language models on Twitter data☆150Updated 2 years ago
- A module to compute textual lexical richness (aka lexical diversity).☆105Updated last year
- Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.☆220Updated 2 years ago
- Google USE (Universal Sentence Encoder) for spaCy☆183Updated 2 years ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆386Updated last year
- This repository contains all resources from the paper "Introducing MBIB - the first Media Bias Identification Benchmark Task and Dataset …☆27Updated last year
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆185Updated last year