The Emotional Landscape of Language: Exploring English and Turkish Sentiment with LSTMs and Diverse ML Architectures

Emotion detection from text has gained significant attention in recent years due to its potential applications in various fields, such as customer sentiment analysis, mental health monitoring, and human-computer interaction. This report explores the development and evaluation of emotion detection models for both English and Turkish languages

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Publication Details

Journal
International Journal For Multidisciplinary Research
Published
2025-02-13
DOI
https://doi.org/10.36948/ijfmr.2025.v07i01.36847
Primary Topic
Topic Modeling
Type
article
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article

The Emotional Landscape of Language: Exploring English and Turkish Sentiment with LSTMs and Diverse ML Architectures

Shreya Alajangi -
International Journal For Multidisciplinary Research
Topic Modeling
article

The Emotional Landscape of Language: Exploring English and Turkish Sentiment with LSTMs and Diverse ML Architectures

Shreya Alajangi -
article en

Abstract

Emotion detection from text has gained significant attention in recent years due to its potential applications in various fields, such as customer sentiment analysis, mental health monitoring, and human-computer interaction. This report explores the development and evaluation of emotion detection models for both English and Turkish languages

International Journal For Multidisciplinary ResearchVol. 7(1)
Openalex Percentile: Top 99%
Topic Modeling
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The Emotional Landscape of Language: Exploring English and Turkish Sentiment with LSTMs and Diverse ML Architectures — Shreya Alajangi - · International Journal For Multidisciplinary Research (2025) | TGRS Research Map | TGRS