Cardiff NLP

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https://cardiffnlp.github.io

cardiffnlp

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Natural Language Processing

Recent Activity

antypasd updated a model about 1 hour ago

cardiffnlp/twitter-roberta-base-sentiment-latest

Pedrada updated a dataset 10 days ago

cardiffnlp/databench

jorses updated a dataset 10 days ago

cardiffnlp/databench

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cardiffnlp 's collections 7

TweetNLP

Social media NLP models integrated in the TweetNLP library!

cardiffnlp/twitter-roberta-base-sentiment-latest

Text Classification • Updated about 1 hour ago • 2.97M • 699
cardiffnlp/twitter-xlm-roberta-base-sentiment

Text Classification • Updated Jul 19, 2023 • 448k • • 228
cardiffnlp/twitter-roberta-base-irony

Text Classification • Updated Aug 2, 2023 • 27.1k • • 29
cardiffnlp/twitter-roberta-base-hate-latest

Text Classification • Updated Feb 24 • 1.56k • 18

Sensitive Content

Dataset and models associated with the detection of sensitive content in X/social media.

cardiffnlp/x_sensitive

Viewer • Updated Jun 9 • 8k • 137 • 7
cardiffnlp/twitter-roberta-large-sensitive-multilabel

Text Classification • 0.4B • Updated Dec 10, 2024 • 3.22k • 4
cardiffnlp/twitter-roberta-large-sensitive-binary

Text Classification • 0.4B • Updated Dec 10, 2024 • 736
cardiffnlp/twitter-roberta-base-sensitive-multilabel

Text Classification • 0.1B • Updated Dec 10, 2024 • 352

TweetTopic

Dataset and models associated with the TweetTopic datasets (tweet classification)

cardiffnlp/tweet_topic_multilingual

Viewer • Updated Jun 12 • 68.1k • 776 • 2
cardiffnlp/tweet_topic_multi

Viewer • Updated Jun 12 • 42.9k • 232 • 12
cardiffnlp/tweet_topic_single

Viewer • Updated Nov 27, 2022 • 28.5k • 447 • 5
cardiffnlp/tweet-topic-latest-multi

Text Classification • Updated Mar 13, 2024 • 825 • 13

TimeLMs

Language Models specialised on social media, trained on different time periods.

cardiffnlp/twitter-roberta-base-2021-124m

Fill-Mask • Updated Oct 10, 2022 • 14 • 7
cardiffnlp/twitter-roberta-large-2022-154m

Fill-Mask • Updated Aug 31, 2023 • 33 • 9
cardiffnlp/twitter-roberta-base-2022-154m

Fill-Mask • Updated Aug 31, 2023 • 70 • 5
cardiffnlp/twitter-roberta-base-sep2022

Fill-Mask • Updated Oct 14, 2022 • 5 • 8

SuperTweetEval

Dataset and models associated with the SuperTweetEval benchmark

cardiffnlp/super_tweeteval

Viewer • Updated Jul 30, 2024 • 255k • 687 • 14
cardiffnlp/twitter-roberta-base-topic-latest

Text Classification • 0.1B • Updated Mar 5, 2024 • 9
cardiffnlp/twitter-roberta-base-emotion-latest

Text Classification • 0.1B • Updated Mar 7, 2024 • 4.21k • 3
cardiffnlp/twitter-roberta-large-emotion-latest

Text Classification • 0.4B • Updated Mar 7, 2024 • 2.96k • 7

Sentiment Analysis

Sentiment analysis models specialised on social media

cardiffnlp/tweet_sentiment_multilingual

Viewer • Updated Nov 30, 2022 • 48.5k • 452 • 21
cardiffnlp/twitter-roberta-base-sentiment-latest

Text Classification • Updated about 1 hour ago • 2.97M • 699
cardiffnlp/twitter-xlm-roberta-base-sentiment

Text Classification • Updated Jul 19, 2023 • 448k • • 228
cardiffnlp/twitter-roberta-base-sentiment

Text Classification • Updated Jan 20, 2023 • 738k • • 311

Hate Speech Detection

Models associated with the detection of hate speech in Twitter/social media.

cardiffnlp/twitter-roberta-base-hate-latest

Text Classification • Updated Feb 24 • 1.56k • 18
cardiffnlp/twitter-roberta-base-hate-multiclass-latest

Text Classification • Updated Jul 6, 2023 • 853 • 2
cardiffnlp/twitter-roberta-large-hate-latest

Text Classification • 0.4B • Updated Mar 7, 2024 • 29 • 3
cardiffnlp/twitter-roberta-base-hate-latest-st

Text Classification • 0.1B • Updated Mar 7, 2024 • 7