[ { "F1": 90.4, "code_links": [ { "title": "getalp/disambiguate", "url": "https://github.com/getalp/disambiguate" } ], "date": "2019-05-14", "date2": 20190514, "model": "SemCor+WNGC, hypernyms", "paper": { "title": "Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation", "url": "https://cknow.io/lib/46ce53bcc8c4120b" }, "paper_data_uoa": "46ce53bcc8c4120b" }, { "F1": 86.02, "code_links": [], "date": "2018-11-02", "date2": 20181102, "model": "SemCor+WNGT, vocabulary reduced, ensemble", "paper": { "title": "Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships", "url": "https://cknow.io/lib/3bd4448e9af1fc5a" }, "paper_data_uoa": "3bd4448e9af1fc5a" }, { "F1": 85.32, "code_links": [ { "title": "uhh-lt/bert-sense", "url": "https://github.com/uhh-lt/bert-sense" } ], "date": "2019-09-23", "date2": 20190923, "model": "kNN-BERT + POS (training corpus: WNGT)", "paper": { "title": "Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings", "url": "https://cknow.io/lib/486482a6fd6a0068" }, "paper_data_uoa": "486482a6fd6a0068" }, { "F1": 84.3, "code_links": [], "date": "2016-03-22", "date2": 20160322, "model": "LSTMLP (T:SemCor, U:OMSTI)", "paper": { "title": "Semi-supervised Word Sense Disambiguation with Neural Models", "url": "https://cknow.io/lib/4e87b994d33ed3f2" }, "paper_data_uoa": "4e87b994d33ed3f2" }, { "F1": 83.6, "code_links": [], "date": "2016-03-22", "date2": 20160322, "model": "LSTMLP (T:SemCor, U:1K)", "paper": { "title": "Semi-supervised Word Sense Disambiguation with Neural Models", "url": "https://cknow.io/lib/4e87b994d33ed3f2" }, "paper_data_uoa": "4e87b994d33ed3f2" }, { "F1": 83.3, "code_links": [], "date": "2016-03-22", "date2": 20160322, "model": "LSTMLP (T:OMSTI, U:1K)", "paper": { "title": "Semi-supervised Word Sense Disambiguation with Neural Models", "url": "https://cknow.io/lib/4e87b994d33ed3f2" }, "paper_data_uoa": "4e87b994d33ed3f2" }, { "F1": 82.8, "code_links": [], "date": "2016-03-22", "date2": 20160322, "model": "LSTM (T:SemCor)", "paper": { "title": "Semi-supervised Word Sense Disambiguation with Neural Models", "url": "https://cknow.io/lib/4e87b994d33ed3f2" }, "paper_data_uoa": "4e87b994d33ed3f2" }, { "F1": 81.2, "code_links": [ { "title": "uhh-lt/bert-sense", "url": "https://github.com/uhh-lt/bert-sense" } ], "date": "2019-09-23", "date2": 20190923, "model": "kNN-BERT", "paper": { "title": "Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings", "url": "https://cknow.io/lib/486482a6fd6a0068" }, "paper_data_uoa": "486482a6fd6a0068" }, { "F1": 81.1, "code_links": [], "date": "2016-03-22", "date2": 20160322, "model": "LSTM (T:OMSTI)", "paper": { "title": "Semi-supervised Word Sense Disambiguation with Neural Models", "url": "https://cknow.io/lib/4e87b994d33ed3f2" }, "paper_data_uoa": "4e87b994d33ed3f2" } ]