Metadata-Version: 2.1
Name: transformer_srl
Version: 1.1.1
Summary: SRL Transformer model
Home-page: https://github.com/Riccorl/transformer_srl
Author: Riccardo Orlando
Author-email: orlandoricc@gmail.com
License: UNKNOWN
Description: ![Upload Python Package](https://github.com/Riccorl/srl-bert-verbatlas/workflows/Upload%20Python%20Package/badge.svg)
        [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
        
        # Semantic Role Lableing with BERT
        
        Semantic Role Labeling based on [AllenNLP implementation](https://demo.allennlp.org/semantic-role-labeling) of [Shi et al, 2019](https://arxiv.org/abs/1904.05255). It uses [VerbAatlas](http://verbatlas.org/) inventory and it's trained also on predicate disambiguation, in addition to arguments identification and disambiguation.
        
        - Language Model: BERT
        - Dataset: CoNLL 2012
        
        
        ### Results
        
        With `bert-base-cased`:
        ```
        # Dev set
        - F1 arguments 87.6
        - F1 predicates 95.5
        # Test set
        - F1 arguments x
        - F1 predicates x
        ```
        
        With `bert-base-multilingual-cased`:
        ```
        # Dev set
        - F1 arguments 86.2
        - F1 predicates 94.2
        # Test set
        - F1 arguments 86.1
        - F1 predicates 94.9
        ```
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
