{"url":"/method/universal-probing","slug":"universal-probing","name":"Universal Probing","full_name":"Massively multilingual probing based on Universal Dependencies","full_name_withheld":false,"description_markdown":null,"description_state":"absent","introduced_year":null,"introduced_by":{"title":"Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation","paper":"/paper/universal-and-independent-multilingual","first_author":"Oleg Serikov","n_authors":5,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/universal-and-independent-multilingual"},"source":{"url":"https://arxiv.org/abs/2210.13236v1","title":"Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Interpretability","url":"/methods/category/interpretability","pwc_aliases":[]}],"n_papers_tagged":2,"archive_num_papers":2,"papers_newest_first":[{"paper":"/paper/bloom-a-176b-parameter-open-access","title":"BLOOM: A 176B-Parameter Open-Access Multilingual Language Model","date":"2022-11-09","arxiv_id":"2211.05100","n_code_links":7,"syntology":{"ran":2,"of":11,"unverified":9,"pointer_only":0}},{"paper":"/paper/universal-and-independent-multilingual","title":"Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation","date":"2022-10-24","arxiv_id":"2210.13236","n_code_links":2,"syntology":null}],"papers_shown":2,"tasks":[{"task":"/task/decoder","name":"Decoder","papers":1},{"task":"/task/language-modeling","name":"Language Modeling","papers":1},{"task":"/task/language-modelling","name":"Language Modelling","papers":1},{"task":"/task/multilingual-nlp","name":"Multilingual NLP","papers":1},{"task":"/task/probing-language-models","name":"Probing Language Models","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2022","papers":2}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/universal-probing"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}