TimeLMs: Diachronic Language Models from Twitter

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.

An Evaluation Benchmark for Detecting Meaning Shift in Social Media (COLING 2022)

Data and code accompanying the paper "Politics and Virality in the Time of Twitter"

Repository for XLM-T, a framework for evaluating multilingual language models on Twitter data

Repository for TweetEval

Datasets of trait-concept pairs for specific trait types in English and Spanish.

Code and full result csv files for experiments in: Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences