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wsl-retriever-e5-base-v2-wordnet-index

English
word-sense-linking
word-sense-disambiguation
lexical-semantics
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wsl-retriever-e5-base-v2-wordnet-index
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---

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
size_categories:
- 10K<n<100K
extra_gated_fields:
  Email: text
  Company: text
  Country: country
  I want to use this dataset for:
    type: select
    options: 
      - Research
      - Education
      - label: Other
        value: other
  I agree to use this dataset for non-commercial use ONLY: checkbox
extra_gated_heading: "Acknowledge our [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)](https://github.com/Babelscape/WSL/wsl_data_license.txt) to access the repository"
extra_gated_description: "Our team may take 2-3 days to process your request"
extra_gated_button_content: "Acknowledge license"
---

---


# Word Sense Linking: Disambiguating Outside the Sandbox

[![Conference](http://img.shields.io/badge/ACL-2024-4b44ce.svg)](https://2024.aclweb.org/)
[![Paper](http://img.shields.io/badge/paper-ACL--anthology-B31B1B.svg)](https://aclanthology.org/)
[![Hugging Face Collection](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-FCD21D)](https://huggingface.co/collections/Babelscape/word-sense-linking-66ace2182bc45680964cefcb)

## 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:

```bash

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)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright of the dataset contents belongs to Babelscape.

## Citation Information


```bibtex

@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](https://github.com/andreim14), [@edobobo](https://github.com/edobobo), [@poccio](https://github.com/poccio) and [@navigli](https://github.com/navigli) for adding this dataset.