Deep Semantic Role Labeling with Self-Attention

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.

SRL parser for Russian based on FrameBank corpus

Senna is a powerful tool for NLP with the help of Senna the process like NER, POS, Chunker and SRL process can be done but NLTK have a interface mode to Senna but don't provide interface compelete use of the tool( lack api SRL). Sematic Role Labelling is process using NLP.

Semantic role labeling for Russian

Semantic Role Labeling (SRL) for Spanish using transformers

NYU NLP Final Project: Build a semantic role labeling system utilizing SOTA machine learning models