Skip to content

Latest commit

 

History

History
73 lines (57 loc) · 2.64 KB

README.md

File metadata and controls

73 lines (57 loc) · 2.64 KB
Raw

🕷️ 🕸️ spind2λe

Spindle Parses Into Dependency-Decorated λ Expressions

Use to parse Dutch sentences into deep syntactic parses expressed as proofs/terms of multiplicative intuitionuistic linear logic with dependency modalities.

💻 At Home

Try out the online version at the link below (wip):

https://parseport.hum.uu.nl/spindle

🔧 How-To

1. Create a local clone of this repository

git clone git@github.com:konstantinosKokos/spindle.git

2. Install dependencies (in a fresh conda environment)

conda env create --name spindle --file=environment.yml

3. Download pretrained model weights

These can be found here. Place them in the data directory.

You're good to go! Parse your first sentences as follows:

from inference import InferenceWrapper
inferer = InferenceWrapper(weight_path='./data/model_weights.pt',
                           atom_map_path='./data/atom_map.tsv',
                           config_path='./data/bert_config.json', 
                           device='cuda')  # replace with 'cpu' if no GPU accelaration
analyses = inferer.analyze(['Dit is een voοrbeeldzin'])

If you want to inspect examples outside the console, you can compile proofs into TeX using the extraction code:

from aethel.utils.tex import compile_tex, sample_to_tex
compile_tex(sample_to_tex(sample=...,                   # an Analysis object
                          show_intermediate_terms=...,  # bool
                          show_words_at_leaves=...,     # bool
                          show_sentence=...,            # bool
                          show_final_term=...,))        # bool

📓 Citing

Please cite the following paper if you use spindle:

@inproceedings{spindle,
    title = "{SPINDLE}: Spinning Raw Text into Lambda Terms with Graph Attention",
    author = {Kogkalidis, Konstantinos  and
		Moortgat, Michael and
		Moot, Richard},
	booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations",
	month = may,
	year = "2023",
 	address = "Dubrovnik, Croatia",
    publisher = "Association for Computational Linguistics",

❓ Contact & Support

If you have any questions or comments or encounter any difficulties, please feel free to get in touch, or open an issue.