Emotion Arc and Character Arc generation, analysis and comparison in fictional narratives
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Updated
Sep 25, 2023 - Jupyter Notebook
Emotion Arc and Character Arc generation, analysis and comparison in fictional narratives
Dockerized SRL packages
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Java version of Semantic Role Labeling.
Semantic Role Labeling Interface and Automatic Annotation Algorithms
A study on Knowledge-based question generation from images. Undergraduate Thesis for 2023-2024.
Semantic Role Labeling Interface and Automatic Annotation Algorithms
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.
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Collection of scripts used to create SRL datasets for Galician and Spanish using a verbal indexing method, as well as fine-tuned BERT and XLM-R models for SRL on each language
Plugin to integrate SENNA 3.0 (https://ronan.collobert.com/senna/) into GATE (https://gate.ac.uk/) as a Processing Resource
SRL parser for Russian based on FrameBank corpus
NLP's homeworks: A solution for the Named Entity Recognition and Sematic Role Labeling tasks
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.
Plugin to integrate DeepSRL (https://github.com/luheng/deep_srl) into GATE (https://gate.ac.uk/) as a Processing Resource
Semantic Role Labeling (SRL) for Spanish using transformers
Semantic Role Labelling for the course Advanced NLP @ Vrije Universiteit Amsterdam 2022-2023
AnnotatedSentence Processing Library
Identification of ARG1 in nominal predicates of Nombank Dataset | NYU CSCI-GA_2590
Propbank Br 1.1 using classical methods
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