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
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
Semantic role labeling using linear-chain CRFs
Dockerized SRL packages
Code implementation of paper Semantic Role Labeling with Associated Memory Network (NAACL 2019)
Semantic Role Labeling Interface and Automatic Annotation Algorithms
A study on Knowledge-based question generation from images. Undergraduate Thesis for 2023-2024.
Repository for the paper "Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities"
BERT-based FrameNet-SRL Extraction pipeline
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
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
Classification dataset generator library for high level Nlp tasks
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Annotated Sentence Processing Library
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