The aim of this project is to test chosen linguistic capabilities in the SRL models

Question Answering System via Semantic Role Labeling Using Token Classification and Parsing Techniques

Semantic Role Labeling (SRL) for Spanish using transformers

Utilizes a BERT model for zero-shot semantic role labeling by training on English SRL data and transferring to a downstream language.

Dockerized SRL packages

AMR extension for the spatial domain, with grounded frame of reference tracking

Scripts to Demonstrate Performance Testing and Git Integration with PC or SRL

A frame-specific implementation of FrameNet lexicographic data augmentation for use with existing SRL systems.

FFR Community Discord bot

For SRL the task is to learn and predict the predicate – arguments structure of a sentence. My solution is a deep learning model which uses contextualized word embeddings and bi-affine attention mechanism.

Certificates HTTPS

The repository contains code for creating SRL challenge sets as part of the Advanced NLP course at VU Amsterdam.

NAVER NLP Challenge 2018

Propbank Br 1.1 using classical methods

Comparative techniques for generating quiz questions and scoring answers

Repository for the paper "Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities"

A tool used to generate questions from lecture transcripts using template extraction from sample questions asked by real students. Performed using SRL.

Semantic role labeling using linear-chain CRFs

SR Linux NDK application adding Openconfig gRPC tunnel support

Source code and notebooks for Ben Eyal's MSc thesis