Semantic Role Labeling Python Packages

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

transformer-srl

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

nlptoolkit-semanticrolelabeling

Semantic Role Labeling Interface and Automatic Annotation Algorithms

nlptoolkit-semanticrolelabeling-cy

Semantic Role Labeling Interface and Automatic Annotation Algorithms

role-pattern-nlp

Build and match patterns for semantic role labelling / information extraction with SpaCy

lightkg

基于Pytorch和torchtext的知识图谱深度学习框架。

flair-pos

A very simple framework for state-of-the-art NLP