diff --git a/website/meta/universe.json b/website/meta/universe.json index 5665f6518..ba566fd71 100644 --- a/website/meta/universe.json +++ b/website/meta/universe.json @@ -2704,6 +2704,66 @@ ], "spacy_version": 3 }, + { + "id": "crosslingualcoreference", + "title": "Crosslingual Coreference", + "slogan": "One multi-lingual coreference model to rule them all!", + "description": "Coreference is amazing but the data required for training a model is very scarce. In our case, the available training for non-English languages also data proved to be poorly annotated. Crosslingual Coreference therefore uses the assumption a trained model with English data and cross-lingual embeddings should work for other languages with similar sentence structure. Verified to work quite well for at least (EN, NL, DK, FR, DE).", + "github": "pandora-intelligence/crosslingual-coreference", + "pip": "crosslingual-coreference", + "thumb": "https://raw.githubusercontent.com/Pandora-Intelligence/crosslingual-coreference/master/img/logo.png", + "image": "https://raw.githubusercontent.com/Pandora-Intelligence/crosslingual-coreference/master/img/example_total.png", + "code_example": [ + "import spacy", + "import crosslingual_coreference", + "", + "text = \"\"\"", + " Do not forget about Momofuku Ando!", + " He created instant noodles in Osaka.", + " At that location, Nissin was founded.", + " Many students survived by eating these noodles, but they don't even know him.\"\"\"", + "", + "# use any model that has internal spacy embeddings", + "nlp = spacy.load('en_core_web_sm')", + "nlp.add_pipe(", + " \"xx_coref\", config={\"chunk_size\": 2500, \"chunk_overlap\": 2, \"device\": 0})", + ")", + "", + "doc = nlp(text)", + "", + "print(doc._.coref_clusters)", + "# Output", + "#", + "# [[[4, 5], [7, 7], [27, 27], [36, 36]],", + "# [[12, 12], [15, 16]],", + "# [[9, 10], [27, 28]],", + "# [[22, 23], [31, 31]]]", + "print(doc._.resolved_text)", + "# Output", + "#", + "# Do not forget about Momofuku Ando!", + "# Momofuku Ando created instant noodles in Osaka.", + "# At Osaka, Nissin was founded.", + "# Many students survived by eating instant noodles,", + "# but Many students don't even know Momofuku Ando." + ], + "author": "David Berenstein", + "author_links": { + "github": "davidberenstein1957", + "website": "https://www.linkedin.com/in/david-berenstein-1bab11105/" + }, + "category": [ + "pipeline", + "standalone" + ], + "tags": [ + "coreference", + "multi-lingual", + "cross-lingual", + "allennlp" + ], + "spacy_version": 3 + }, { "id": "blackstone", "title": "Blackstone",