Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization

The rapid growth of digital data necessitates advanced natural language processing (NLP) models like BERT (Bidirectional Encoder Representations from Transformers), known for its superior performance in text classification. H... | Find, read and cite all the research you need on Tech Science Press

Authors

Publication Details

Journal
Computer Modeling in Engineering & Sciences
Published
2024-12-12
DOI
https://doi.org/10.32604/cmes.2024.058329
Citations
1
Primary Topic
Anomaly Detection Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.35
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization

Md Hasibur Rahman, Rashedur M. Rahman, Mohammed Arif Uddin, Zinnat Fowzia Ria
1 citations
Computer Modeling in Engineering & Sciences
Anomaly Detection Techniques and Applications
0.35
article

Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization

Md Hasibur Rahman, Rashedur M. Rahman, Mohammed Arif Uddin, Zinnat Fowzia Ria
article en
1 citations

Abstract

The rapid growth of digital data necessitates advanced natural language processing (NLP) models like BERT (Bidirectional Encoder Representations from Transformers), known for its superior performance in text classification. H... | Find, read and cite all the research you need on Tech Science Press

Computer Modeling in Engineering & SciencesVol. 142(2)
Openalex Percentile: Top 31%
Anomaly Detection Techniques and Applications
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.