{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/bcws-bilingual-contextual-word-similarity","title":"BCWS: Bilingual Contextual Word Similarity","arxiv_id":"1810.08951","date":"2018-10-21","proceeding":null,"authors":["Ta-Chung Chi","Ching-Yen Shih","Yun-Nung Chen"],"abstract":"This paper introduces the first dataset for evaluating English-Chinese\nBilingual Contextual Word Similarity, namely BCWS\n(https://github.com/MiuLab/BCWS). The dataset consists of 2,091 English-Chinese\nword pairs with the corresponding sentential contexts and their similarity\nscores annotated by the human. Our annotated dataset has higher consistency\ncompared to other similar datasets. We establish several baselines for the\nbilingual embedding task to benchmark the experiments. Modeling cross-lingual\nsense representations as provided in this dataset has the potential of moving\nartificial intelligence from monolingual understanding towards multilingual\nunderstanding.","url_abs":"http://arxiv.org/abs/1810.08951v1","url_pdf":"http://arxiv.org/pdf/1810.08951v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"bcws-bilingual-contextual-word-similarity","repo_url":"https://github.com/MiuLab/BCWS","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"bcws-bilingual-contextual-word-similarity","repo_url":"https://github.com/MiuLab/CLUSE","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[{"task_slug":"word-similarity","task_name":"Word Similarity"}],"methods":[],"datasets_introduced":[{"slug":"bcws","name":"BCWS","full_name":"Bilingual Contextual Word Similarity"}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}