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TweetEval

Introduced by Francesco Barbieri et al. in TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification archive 2025-07-28

TweetEval introduces an evaluation framework consisting of seven heterogeneous Twitter-specific classification tasks.

Source: TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Image Source: https://arxiv.org/pdf/2010.12421v2.pdf

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Sentiment Analysis TweetEval BERTweet Emoji 33.4 BERTweet: A pre-trained language model for English Tweets VinAIResearch/BERTweet +2 7 Compare

Papers archive 2025-07-28

3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 84. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond 1 1 25 Apr 2021 ran 3 of 3 samples (0 unverified)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification 2 5 23 Oct 2020 not harvested
BERTweet: A pre-trained language model for English Tweets 3 1 20 May 2020 not harvested

Dataset loaders archive 2025-07-28

3 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • TweetEval
  • tweet_eval
  • irony

3 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections