{"url":"/dataset/evalution","name":"EVALution","full_name":"EVALution","description_markdown":"**EVALution** dataset is evenly distributed among the three classes (hypernyms, co-hyponyms and random) and involves three types of parts of speech (noun, verb, adjective). The full dataset contains a total of 4,263 distinct terms consisting of 2,380 nouns, 958 verbs and 972 adjectives.\r\n\r\nSource: [Network Features Based Co-hyponymy Detection](https://arxiv.org/abs/1802.04609)\r\nImage Source: [https://www.aclweb.org/anthology/W15-4208.pdf](https://www.aclweb.org/anthology/W15-4208.pdf)","description_withheld":null,"homepage":"https://github.com/esantus/EVALution","introduced_date":"2015-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/evalution-10-an-evolving-semantic-dataset-for","title":"EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models","first_author":"Enrico Santus","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Semantic Textual Similarity","url":"/task/semantic-textual-similarity","datasets_with_task":"/datasets/task/semantic-textual-similarity"},{"name":"Lexical Entailment","url":"/task/lexical-entailment","datasets_with_task":"/datasets/task/lexical-entailment"},{"name":"Word Embeddings","url":"/task/word-embeddings","datasets_with_task":"/datasets/task/word-embeddings"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["EVALution"],"data_loaders":[{"repo":"https://github.com/esantus/EVALution","url":"https://github.com/esantus/EVALution","frameworks":[]}],"num_papers_in_archive":28,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}