Conjugator

Conjugator is an AI capable of conjugating french verbs. Multiple models have been implemented, including RNNs and Transformers for seq2seq translation at character level. Made with PyTorch.

How it works ?

We give a french verb as input (start ^ and end $ tokens are then added) :

"^jouer$"

In addition, the start of the output is given :

"^je "

We can provide only the start token for full generation :

"^"

The model then outputs the resulting string :

"^je joue"

Examples

Results using the transformer model trained with a dataset of 5k verbs during about 5 minutes :

Input : "^jouer$"
Output : "^je joue"

Input : "^rougir$"
Output : "^nous rougisssons"

Input : "^déglutir$"
Output : "^ils déglutissent"

Input : "^poulier$"
Output : "^je poulie"

# Does not exist
Input : "^vollir$"
Output : "^tu volis"

# Does not exist
Input : "^mager$"
Output : "^tu mages"

# Does not exist
Input : "^praxiter$"
Output : "^vous praxitez"

# Does not exist
Input : "^patriarcher$"
Output : "^tu patriarches"

# Does not exist
Input : "^anticonstituer$"
Output : "j'anticonsistisre"

Dataset

The data has been scraped on the web (this website), use src/scrap.py to generate the dataset.