README.md

metadata

license:
  - cc-by-nc-sa-4.0
source_datasets:
  - original
task_ids:
  - word-sense-disambiguation
pretty_name: word-sense-linking-dataset
tags:
  - word-sense-linking
  - word-sense-disambiguation
  - lexical-semantics
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  - 10K<n<100K
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---

Word Sense Linking: Disambiguating Outside the Sandbox

Model Description

The Word Sense Linking model is designed to identify and disambiguate spans of text to their most suitable senses from a reference inventory. The annotations are provided as sense keys from WordNet, a large lexical database of English.

Installation

Installation from PyPI:

git clone https://github.com/Babelscape/WSL
cd WSL
pip install -r requirements.txt

Additional Information

Licensing Information: Contents of this repository are restricted to only non-commercial research purposes under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). Copyright of the dataset contents belongs to Babelscape.

Citation Information

@inproceedings{bejgu-etal-2024-wsl,
    title     = "Word Sense Linking: Disambiguating Outside the Sandbox",
    author    = "Bejgu, Andrei Stefan and Barba, Edoardo and Procopio, Luigi and Fern{\'a}ndez-Castro, Alberte and Navigli, Roberto",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2024",
    month     = aug,
    year      = "2024",
    address   = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
}

Contributions: Thanks to @andreim14, @edobobo, @poccio and @navigli for adding this dataset.