Word Sense Disambiguation (WSD) aims to identify the correct meaning of polysemous words in the particular context. Lexical resources like WordNet which are proved to be of great help for WSD in the knowledge-based methods... (read more)

PDF#3 best model for Word Sense Disambiguation on SemEval 2015 Task 13

TASK | DATASET | MODEL | METRIC NAME | METRIC VALUE | GLOBAL RANK | COMPARE |
---|---|---|---|---|---|---|

Word Sense Disambiguation | SemEval 2013 Task 12 | GASext (Concatenation) | F1 | 67.2 | # 7 | |

Word Sense Disambiguation | SemEval 2013 Task 12 | GAS (Linear) | F1 | 66.7 | # 10 | |

Word Sense Disambiguation | SemEval 2013 Task 12 | GAS (Concatenation) | F1 | 67.0 | # 9 | |

Word Sense Disambiguation | SemEval 2013 Task 12 | GASext (Linear) | F1 | 67.1 | # 8 | |

Word Sense Disambiguation | SemEval 2015 Task 13 | GASext (Linear) | F1 | 72.1 | # 4 | |

Word Sense Disambiguation | SemEval 2015 Task 13 | GASext (Concatenation) | F1 | 72.6 | # 3 | |

Word Sense Disambiguation | SemEval 2015 Task 13 | GAS (Linear) | F1 | 71.6 | # 6 | |

Word Sense Disambiguation | SemEval 2015 Task 13 | GAS (Concatenation) | F1 | 71.8 | # 5 | |

Word Sense Disambiguation | SensEval 2 | GAS (Linear) | F1 | 72.0 | # 10 | |

Word Sense Disambiguation | SensEval 2 | GAS (Concatenation) | F1 | 72.1 | # 9 | |

Word Sense Disambiguation | SensEval 2 | GASext (Linear) | F1 | 72.4 | # 7 | |

Word Sense Disambiguation | SensEval 2 | GASext (Concatenation) | F1 | 72.2 | # 8 | |

Word Sense Disambiguation | SensEval 3 Task 1 | GASext (Concatenation) | F1 | 70.5 | # 5 | |

Word Sense Disambiguation | SensEval 3 Task 1 | GASext (Linear) | F1 | 70.1 | # 8 | |

Word Sense Disambiguation | SensEval 3 Task 1 | GAS (Concatenation) | F1 | 70.2 | # 6 | |

Word Sense Disambiguation | SensEval 3 Task 1 | GAS (Linear) | F1 | 70.0 | # 9 |