{"url":"/task/cross-lingual-ner","name":"Cross-Lingual NER","slug":"cross-lingual-ner","description_markdown":null,"categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":42,"papers_with_code":27,"benchmarks":28,"benchmark_tables_in_archive":28,"benchmark_tables_shown":28,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":9,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/cross-lingual-ner-on-conll-dutch","slug":"cross-lingual-ner-on-conll-dutch","dataset":"CoNLL Dutch","dataset_url":"/dataset/conll-1","rows_in_archive":10,"metrics":["F1"],"first_row_in_archive_order":{"model":"Zero shot mBERT 3","paper_title":"Towards Lingua Franca Named Entity Recognition with BERT","paper_url":"/paper/towards-lingua-franca-named-entity","paper_date":"2019-11-19","arxiv_id":"1912.01389","code_links":[],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-conll-german","slug":"cross-lingual-ner-on-conll-german","dataset":"CoNLL German","dataset_url":"/dataset/conll-1","rows_in_archive":10,"metrics":["F1"],"first_row_in_archive_order":{"model":"SMTS Multi sim","paper_title":"Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language","paper_url":"/paper/single-multi-source-cross-lingual-ner-via","paper_date":"2020-04-26","arxiv_id":"2004.12440","code_links":[{"title":"microsoft/vert-papers","url":"https://github.com/microsoft/vert-papers/tree/master/papers/SingleMulti-TS"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-conll-spanish","slug":"cross-lingual-ner-on-conll-spanish","dataset":"CoNLL Spanish","dataset_url":"/dataset/conll-1","rows_in_archive":10,"metrics":["F1"],"first_row_in_archive_order":{"model":"XLM-R large","paper_title":"Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings","paper_url":"/paper/model-and-data-transfer-for-cross-lingual","paper_date":"2022-10-23","arxiv_id":"2210.12623","code_links":[{"title":"ikergarcia1996/Easy-Translate","url":"https://github.com/ikergarcia1996/Easy-Translate"},{"title":"ikergarcia1996/easy-label-projection","url":"https://github.com/ikergarcia1996/easy-label-projection"},{"title":"ikergarcia1996/Iker-Garcia-Ferrero","url":"https://github.com/ikergarcia1996/Iker-Garcia-Ferrero"},{"title":"ikergarcia1996/annotation-projection-app","url":"https://github.com/ikergarcia1996/annotation-projection-app"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-conll-2003","slug":"cross-lingual-ner-on-conll-2003","dataset":"CoNLL 2003","dataset_url":"/dataset/conll-2003","rows_in_archive":4,"metrics":["Spanish","German","Dutch"],"first_row_in_archive_order":{"model":"XLM-RoBERTa-large","paper_title":"Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings","paper_url":"/paper/model-and-data-transfer-for-cross-lingual","paper_date":"2022-10-23","arxiv_id":"2210.12623","code_links":[{"title":"ikergarcia1996/Easy-Translate","url":"https://github.com/ikergarcia1996/Easy-Translate"},{"title":"ikergarcia1996/easy-label-projection","url":"https://github.com/ikergarcia1996/easy-label-projection"},{"title":"ikergarcia1996/Iker-Garcia-Ferrero","url":"https://github.com/ikergarcia1996/Iker-Garcia-Ferrero"},{"title":"ikergarcia1996/annotation-projection-app","url":"https://github.com/ikergarcia1996/annotation-projection-app"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-europeana-french","slug":"cross-lingual-ner-on-europeana-french","dataset":"Europeana French","dataset_url":null,"rows_in_archive":2,"metrics":["F1"],"first_row_in_archive_order":{"model":"Meta-Cross","paper_title":"Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources","paper_url":"/paper/enhanced-meta-learning-for-cross-lingual","paper_date":"2019-11-14","arxiv_id":"1911.06161","code_links":[{"title":"microsoft/vert-papers","url":"https://github.com/microsoft/vert-papers/tree/master/papers/Meta-Cross"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-masakhaner2-0","slug":"cross-lingual-ner-on-masakhaner2-0","dataset":"MasakhaNER2.0","dataset_url":"/dataset/masakhaner","rows_in_archive":2,"metrics":["Bambara","Ewe","Fon","Hausa","Igbo","Kinyarwanda","Luganda","Luo","Mossi","Chichewa","chiShona","Kiswahili","Setswana","Akan/Twi","Wolof","isiXhosa","Yoruba","isiZulu"],"first_row_in_archive_order":{"model":"EasyProject","paper_title":"Frustratingly Easy Label Projection for Cross-lingual Transfer","paper_url":"/paper/frustratingly-easy-label-projection-for-cross","paper_date":"2022-11-28","arxiv_id":"2211.15613","code_links":[{"title":"edchengg/easyproject","url":"https://github.com/edchengg/easyproject"},{"title":"edchengg/transfusion","url":"https://github.com/edchengg/transfusion"}],"syntology":{"n":9,"n_ran":0,"n_unverified":9,"n_pointer_only":0}}},{"leaderboard":"/sota/cross-lingual-ner-on-msra","slug":"cross-lingual-ner-on-msra","dataset":"MSRA","dataset_url":"/dataset/msra-cn-ner","rows_in_archive":2,"metrics":["F1"],"first_row_in_archive_order":{"model":"Meta-Cross","paper_title":"Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources","paper_url":"/paper/enhanced-meta-learning-for-cross-lingual","paper_date":"2019-11-14","arxiv_id":"1911.06161","code_links":[{"title":"microsoft/vert-papers","url":"https://github.com/microsoft/vert-papers/tree/master/papers/Meta-Cross"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-ner","slug":"cross-lingual-ner-on-ner","dataset":"NER","dataset_url":null,"rows_in_archive":2,"metrics":["F1"],"first_row_in_archive_order":{"model":"Coupled","paper_title":"Rethinking embedding coupling in pre-trained language models","paper_url":"/paper/rethinking-embedding-coupling-in-pre-trained-1","paper_date":"2020-10-24","arxiv_id":"2010.12821","code_links":[{"title":"PaddlePaddle/PaddleNLP","url":"https://github.com/PaddlePaddle/PaddleNLP/tree/develop/examples/language_model/rembert"},{"title":"yangyucheng000/University","url":"https://github.com/yangyucheng000/University/tree/main/model-3/rembert"},{"title":"yangyucheng000/University","url":"https://github.com/yangyucheng000/University/tree/main/model-1/rembert"},{"title":"Beacontownfc/rembert_paddle","url":"https://github.com/Beacontownfc/rembert_paddle"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-nodalida-norwegian","slug":"cross-lingual-ner-on-nodalida-norwegian","dataset":"NoDaLiDa Norwegian Bokmål","dataset_url":null,"rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"UniTrans","paper_title":"UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data","paper_url":"/paper/unitrans-unifying-model-transfer-and-data","paper_date":"2020-07-15","arxiv_id":"2007.07683","code_links":[{"title":"microsoft/vert-papers","url":"https://github.com/microsoft/vert-papers/tree/master/papers/UniTrans"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-cebuano","slug":"cross-lingual-ner-on-uner-v1-cebuano","dataset":"UNER v1 (Cebuano)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-chinese","slug":"cross-lingual-ner-on-uner-v1-chinese","dataset":"UNER v1 (Chinese)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-chinese-1","slug":"cross-lingual-ner-on-uner-v1-chinese-1","dataset":"UNER v1 (Chinese Simplified)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-croatian","slug":"cross-lingual-ner-on-uner-v1-croatian","dataset":"UNER v1 (Croatian)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-danish","slug":"cross-lingual-ner-on-uner-v1-danish","dataset":"UNER v1 (Danish)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-english","slug":"cross-lingual-ner-on-uner-v1-english","dataset":"UNER v1 (English)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-portuguese","slug":"cross-lingual-ner-on-uner-v1-portuguese","dataset":"UNER v1 (Portuguese)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-chinese","slug":"cross-lingual-ner-on-uner-v1-pud-chinese","dataset":"UNER v1 - PUD (Chinese)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-english","slug":"cross-lingual-ner-on-uner-v1-pud-english","dataset":"UNER v1 - PUD (English)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-german","slug":"cross-lingual-ner-on-uner-v1-pud-german","dataset":"UNER v1 - PUD (German)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-portuguese","slug":"cross-lingual-ner-on-uner-v1-pud-portuguese","dataset":"UNER v1 - PUD (Portuguese)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-russian","slug":"cross-lingual-ner-on-uner-v1-pud-russian","dataset":"UNER v1 - PUD (Russian)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-pud-swedish","slug":"cross-lingual-ner-on-uner-v1-pud-swedish","dataset":"UNER v1 - PUD (Swedish)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-serbian","slug":"cross-lingual-ner-on-uner-v1-serbian","dataset":"UNER v1 (Serbian)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-slovak","slug":"cross-lingual-ner-on-uner-v1-slovak","dataset":"UNER v1 (Slovak)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-swedish","slug":"cross-lingual-ner-on-uner-v1-swedish","dataset":"UNER v1 (Swedish)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-tagalog-t","slug":"cross-lingual-ner-on-uner-v1-tagalog-t","dataset":"UNER v1 (Tagalog T)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-uner-v1-tagalog-u","slug":"cross-lingual-ner-on-uner-v1-tagalog-u","dataset":"UNER v1 (Tagalog U)","dataset_url":"/dataset/uner-v1","rows_in_archive":1,"metrics":["F1 (micro)"],"first_row_in_archive_order":{"model":"UNER XML-R (all)","paper_title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","paper_url":"/paper/universal-ner-a-gold-standard-multilingual-1","paper_date":"2023-11-15","arxiv_id":"2311.09122","code_links":[{"title":"opennlg/openba-v2","url":"https://github.com/opennlg/openba-v2"},{"title":"UniversalNER/uner_code","url":"https://github.com/UniversalNER/uner_code"}],"syntology":null}},{"leaderboard":"/sota/cross-lingual-ner-on-wikiann-ner","slug":"cross-lingual-ner-on-wikiann-ner","dataset":"WikiAnn NER","dataset_url":"/dataset/wikiann-1","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"ByT5 XXL","paper_title":"ByT5: Towards a token-free future with pre-trained byte-to-byte models","paper_url":"/paper/byt5-towards-a-token-free-future-with-pre","paper_date":"2021-05-28","arxiv_id":"2105.13626","code_links":[{"title":"huggingface/transformers","url":"https://github.com/huggingface/transformers/tree/master/src/transformers/models/byt5"},{"title":"google-research/byt5","url":"https://github.com/google-research/byt5"},{"title":"ufal/multilexnorm2021","url":"https://github.com/ufal/multilexnorm2021"},{"title":"2024-MindSpore-1/Code2","url":"https://github.com/2024-MindSpore-1/Code2/tree/main/model-1/byt5"},{"title":"yoreG123/Paddle-ByT5","url":"https://github.com/yoreG123/Paddle-ByT5"}],"syntology":{"n":6,"n_ran":0,"n_unverified":6,"n_pointer_only":0}}}],"datasets":[{"url":"/dataset/conll-2003","name":"CoNLL 2003","full_name":"","num_papers_in_archive":755},{"url":"/dataset/conll-1","name":"CoNLL","full_name":"","num_papers_in_archive":187},{"url":"/dataset/wikiann-1","name":"WikiANN","full_name":"PAN-X","num_papers_in_archive":72},{"url":"/dataset/masakhaner","name":"MasakhaNER","full_name":"","num_papers_in_archive":56},{"url":"/dataset/msra-cn-ner","name":"MSRA CN NER","full_name":"MSRA CN NER Dataset","num_papers_in_archive":23},{"url":"/dataset/xglue","name":"XGLUE","full_name":"","num_papers_in_archive":22},{"url":"/dataset/wikineural","name":"WikiNEuRal","full_name":"","num_papers_in_archive":6},{"url":"/dataset/europeana-newspapers","name":"Europeana Newspapers","full_name":"","num_papers_in_archive":5},{"url":"/dataset/uner-v1","name":"UNER v1","full_name":"Universal NER v1","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/cross-lingual-transfer","name":"Cross-Lingual Transfer"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":27,"of":27,"tagged_in_all":42,"items":[{"url":"/paper/byt5-towards-a-token-free-future-with-pre","title":"ByT5: Towards a token-free future with pre-trained byte-to-byte models","date":"2021-05-28","arxiv_id":"2105.13626","repositories_listed":5,"syntology":{"n":6,"n_ran":0,"n_unverified":6,"n_pointer_only":0}},{"url":"/paper/model-and-data-transfer-for-cross-lingual","title":"Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings","date":"2022-10-23","arxiv_id":"2210.12623","repositories_listed":4,"syntology":null},{"url":"/paper/rethinking-embedding-coupling-in-pre-trained-1","title":"Rethinking embedding coupling in pre-trained language models","date":"2020-10-24","arxiv_id":"2010.12821","repositories_listed":4,"syntology":null},{"url":"/paper/universal-ner-a-gold-standard-multilingual-1","title":"Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark","date":"2023-11-15","arxiv_id":"2311.09122","repositories_listed":2,"syntology":null},{"url":"/paper/t-projection-high-quality-annotation","title":"T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks","date":"2022-12-20","arxiv_id":"2212.10548","repositories_listed":2,"syntology":null},{"url":"/paper/frustratingly-easy-label-projection-for-cross","title":"Frustratingly Easy Label Projection for Cross-lingual Transfer","date":"2022-11-28","arxiv_id":"2211.15613","repositories_listed":2,"syntology":{"n":9,"n_ran":0,"n_unverified":9,"n_pointer_only":0}},{"url":"/paper/cross-lingual-alignment-vs-joint-training-a","title":"Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework","date":"2019-10-10","arxiv_id":"1910.04708","repositories_listed":2,"syntology":null},{"url":"/paper/beto-bentz-becas-the-surprising-cross-lingual","title":"Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT","date":"2019-04-19","arxiv_id":"1904.09077","repositories_listed":2,"syntology":null},{"url":"/paper/revisiting-projection-based-data-transfer-for","title":"Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource Languages","date":"2025-01-30","arxiv_id":"2501.18750","repositories_listed":1,"syntology":null},{"url":"/paper/effectiveness-of-cross-linguistic-extraction","title":"Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language Models","date":"2024-09-24","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/zero-shot-cross-lingual-ner-using-phonemic","title":"Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages","date":"2024-06-23","arxiv_id":"2406.16030","repositories_listed":1,"syntology":{"n":3,"n_ran":2,"n_unverified":1,"n_pointer_only":3}},{"url":"/paper/improving-pseudo-labels-with-global-local","title":"Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition","date":"2024-06-03","arxiv_id":"2406.01213","repositories_listed":1,"syntology":null},{"url":"/paper/improving-self-training-for-cross-lingual","title":"Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning","date":"2023-05-23","arxiv_id":"2305.13628","repositories_listed":1,"syntology":null},{"url":"/paper/wider-closer-mixture-of-short-channel","title":"WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition","date":"2022-12-07","arxiv_id":"2212.03506","repositories_listed":1,"syntology":{"n":14,"n_ran":11,"n_unverified":3,"n_pointer_only":0}},{"url":"/paper/conner-consistency-training-for-cross-lingual","title":"ConNER: Consistency Training for Cross-lingual Named Entity Recognition","date":"2022-11-17","arxiv_id":"2211.09394","repositories_listed":1,"syntology":null},{"url":"/paper/crop-zero-shot-cross-lingual-named-entity","title":"CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation","date":"2022-10-13","arxiv_id":"2210.07022","repositories_listed":1,"syntology":null},{"url":"/paper/an-unsupervised-multiple-task-and-multiple","title":"An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition","date":"2021-11-16","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/melm-data-augmentation-with-masked-entity","title":"MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER","date":"2021-08-31","arxiv_id":"2108.13655","repositories_listed":1,"syntology":null},{"url":"/paper/advpicker-effectively-leveraging-unlabeled","title":"AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER","date":"2021-06-04","arxiv_id":"2106.02300","repositories_listed":1,"syntology":null},{"url":"/paper/towards-multi-sense-cross-lingual-alignment-1","title":"Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings","date":"2021-03-11","arxiv_id":"2103.06459","repositories_listed":1,"syntology":null},{"url":"/paper/semi-supervised-disentangled-framework-for","title":"Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition","date":"2020-12-22","arxiv_id":"2012.11805","repositories_listed":1,"syntology":null},{"url":"/paper/unitrans-unifying-model-transfer-and-data","title":"UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data","date":"2020-07-15","arxiv_id":"2007.07683","repositories_listed":1,"syntology":null},{"url":"/paper/single-multi-source-cross-lingual-ner-via","title":"Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language","date":"2020-04-26","arxiv_id":"2004.12440","repositories_listed":1,"syntology":null},{"url":"/paper/zero-resource-cross-lingual-named-entity","title":"Zero-Resource Cross-Lingual Named Entity Recognition","date":"2019-11-22","arxiv_id":"1911.09812","repositories_listed":1,"syntology":null},{"url":"/paper/enhanced-meta-learning-for-cross-lingual","title":"Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources","date":"2019-11-14","arxiv_id":"1911.06161","repositories_listed":1,"syntology":null},{"url":"/paper/entity-projection-via-machine-translation-for","title":"Entity Projection via Machine Translation for Cross-Lingual NER","date":"2019-08-31","arxiv_id":"1909.05356","repositories_listed":1,"syntology":null},{"url":"/paper/zero-resource-multilingual-model-transfer","title":"Multi-Source Cross-Lingual Model Transfer: Learning What to Share","date":"2018-10-08","arxiv_id":"1810.03552","repositories_listed":1,"syntology":null}],"syntology_records":4,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}