Word sense disambiguation based on SALDO annotation
Analysis citation
Språkbanken Text (2022). sbx-swe-sense-sparv (updated: 2022-05-13). [Analysis]. Språkbanken Text. https://doi.org/10.23695/j2vv-v579
Additional ways to cite the dataset.
Example
This analysis is used with Sparv. Check out Sparv's quick start guide to get started!
To use this analysis, add the following line under export.annotations in the Sparv corpus configuration file:
- <token>:wsd.sense # Sense disambiguated SALDO identifiers
For more info on how to use Sparv, check out the Sparv documentation.
Example output:
<token sense="|den..2:-1.000|">Det</token>
<token sense="|finna..1:0.497|finnas..1:0.472|finna..2:0.031|">finns</token>
<token sense="|den..1:-1.000|en..2:-1.000|">en</token>
<token sense="|fil..4:0.661|fil..5:0.194|fil..1:0.104|fil..2:0.040|fil..3:0.001|">fil</token>
<token sense="|i..2:-1.000|">i</token>
<token sense="|katalog..1:-1.000|">katalogen</token>
<token sense="|på..1:-1.000|">på</token>
<token sense="|den..1:-1.000|den..2:-1.000|en..2:-1.000|">den</token>
<token sense="|extern..1:-1.000|">externa</token>
<token sense="|hårddisk..1:-1.000|">hårddisken</token>
<token sense="|">.</token>
<token sense="|man..1:-1.000|">Man</token>
<token sense="|kunna..1:0.666|kunna..4:0.147|kunna..3:0.110|kunna..2:0.077|">kan</token>
<token sense="|använda..1:-1.000|">använda</token>
<token sense="|den..1:-1.000|en..2:-1.000|">en</token>
<token sense="|fil..2:0.573|fil..4:0.213|fil..1:0.130|fil..5:0.084|fil..3:0.001|">fil</token>
<token sense="|för..1:-1.000|för..5:-1.000|för..6:-1.000|för..7:-1.000|för..9:-1.000|">för</token>
<token sense="|att..1:-1.000|">att</token>
<token sense="|slipa..2:0.832|slipa..1:0.168|">slipa</token>
<token sense="|kant..1:-1.000|">kanterna</token>
<token sense="|på..1:-1.000|">på</token>
<token sense="|bräda..1:0.787|bräde..1:0.213|">brädan</token>
<token sense="|">.</token>
Evaluation results
Using lemma embeddings:
precision: 0.569 recall: 0.292 f-measure: 0.386
Using sense embeddings:
precision: 0.667 recall: 0.332 f-measure: 0.443
More information: https://aclanthology.org/N15-1164.pdf
Other references
Accessible through
| Access | Platform | Licence |
|---|---|---|
| CC-BY-4.0 |