Semantic role labeling using linear-chain CRFs

Dockerized SRL packages

Code implementation of paper Semantic Role Labeling with Associated Memory Network (NAACL 2019)

A study on Knowledge-based question generation from images. Undergraduate Thesis for 2023-2024.

Emotion Arc and Character Arc generation, analysis and comparison in fictional narratives

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

BERT-based FrameNet-SRL Extraction pipeline

VELOCITI Benchmark Evaluation and Visualisation Code

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

Semantic Role Labeling Interface and Automatic Annotation Algorithms

Plugin to integrate SENNA 3.0 (https://ronan.collobert.com/senna/) into GATE (https://gate.ac.uk/) as a Processing Resource

Semantic role labeling with subwords (character, character-ngram and morphology)

SRL parser for Russian based on FrameBank corpus

Propbank Br 1.1 using classical methods

Source code and notebooks for Ben Eyal's MSc thesis

Code for ACL 2019 paper "How to best use Syntax in Semantic Role Labelling"

Probing for Predicate Argument Structures in Pretrained Language Models (ACL 2022).

Developed an SRL system using statistical and neural models to label semantic roles in Hindi sentences. Achieved up to 95.34% accuracy using IndicBERT and BiLSTM. Includes datasets, code, and model files.

Proposition Extraction based on Semantic Role Labeling, with an interface to navigate results (LREC 2016)

Semantic Role Labeler in Natural Language Processing