Cover Image

From Statistical Features to Contextual Embeddings: A Multi-Paradigm Evaluation of Emotion Classification Models

Fuente: Zenodo

Saved in:

Bibliographic Details
Main Author:	Gregorius, Reynaldi Pratama
Format:	Recurso digital
Language:	English
Published:	Zenodo 2026
Subjects:	emotion classification natural language processing transformer fine-tuning word embeddings text classification
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automatic Personality Evaluation from Transliterations of YouTube Vlogs Using Classical and State-of-the-Art Word Embeddings
by: Felipe O. López-Pabón
Published: (2022)

Semantics-Driven Collocation Discovery
by: Sara Rodríguez-Fernández
Published: (2016)

Sign Language Gloss Embedding Models
by: McGill, Euan, et al.
Published: (2024)

The Influence of Emotions and Word Frequency in First and Second Language Processing: Evidence From the Emotional Stroop Task
by: Diana Marcela Lizarazo Pereira
Published: (2023)

Sketching a “low-cost” text-classification technique for text topics in English
by: Pascual Cantos Gómez
Published: (2014)

Text segmentation by language
by: Robin Cabeza Ruiz
Published: (2016)

La estructura de la emoción humana: Un modelo cromático del sistema afectivo
by: Enrique O. Flores
Published: (2001)

Figure 8 from: Cornelius J, Detering H, Lithgow-Serrano O, Agosti D, Rinaldi F, Waterhouse R (2025) From literature to biodiversity data: mining arthropod organismal traits with machine learning. Biodiversity Data Journal 13: e153070. https://doi.org/10.3897/BDJ.13.e153070
by: Cornelius, Joseph, et al.
Published: (2025)

Figure 3 from: Cornelius J, Detering H, Lithgow-Serrano O, Agosti D, Rinaldi F, Waterhouse R (2025) From literature to biodiversity data: mining arthropod organismal traits with machine learning. Biodiversity Data Journal 13: e153070. https://doi.org/10.3897/BDJ.13.e153070
by: Cornelius, Joseph, et al.
Published: (2025)

From Fixing to Flourishing: Introducing the Neuro-Emotional Bloom Theory (NEBT) as an Integrative Framework for Emotion-Centered Transformation
by: Dr. Joji Valli
Published: (2025)

Automatic prediction of emotions from text in Spanish for expressive speech synthesis in the chat domain
by: Benjamin Kolz
Published: (2014)

COMPOUNDS EXPRESSING EMOTIONAL UNITS IN RUSSIAN AND THEIR LINGUISTIC AND CULTURAL CHARACTERISTICS
by: Salimova Kamila Bakhriddinovna
Published: (2025)

Tunable Operating Regimes in Contradiction-Aware Neural Machine Translation: From Invariant Preservation to Controlled Sensitivity (Article 2)
by: Kuzmenko, Yurii, et al.
Published: (2026)

Cosmological Constant Exponent from n=6 Arithmetic: sigma^2-sigma-tau-n=122
by: Park, Min Woo
Published: (2026)

A Novel Multimodal Deep Neural Network Framework for Extending Knowledge Base
by: Zhao Yu
Published: (2016)

RAG Bot for Random Documents
by: D. Anjaneyulu, et al.
Published: (2025)

IndoBART optimization for question answer generation system with longformer attention
by: Peter, Andrew, et al.
Published: (2025)

Ep. 869: Why Tiny Digital Savants Are Outperforming God-Models
by: Rosehill, Daniel, et al.
Published: (2026)

Natural-Synthesis-8B
by: José Carlos Perales Quiroga
Published: (2026)

Natural-Synthesis-8B
by: José Carlos Perales Quiroga
Published: (2026)

Automatic Text Normalization in Uzbek: Problems, Tools, and Solutions
by: Sobirova, Nazira
Published: (2025)

Unsupervised Word Polarity Tagging by Exploiting Continuous Word Representations
by: Aitor García-Pablos
Published: (2015)

Word Embeddings for User Profiling in Online Social Networks
by: Anton Alekseev
Published: (2017)

Improving Corpus Annotation Quality Using Word Embedding Models
by: Attila Novák
Published: (2016)

Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval
by: Paheli Bhattacharya
Published: (2016)

Transfer learning en la clasificación binaria de imágenes térmicas
by: Daniel Pérez-Aguilar
Published: (2021)

Translation of Emotional Media From English to Russian
by: Guzel Rishatovna NASIBULLOVA
Published: (2020)

Una aproximaciónn al uso de word embeddings en una tarea de similitud de textos en español
by: Tomás López-Solaz
Published: (2016)

Temporal Anchor Injection: A Semantic Method for Simulated Causal Time in Transformer Embeddings
by: Schetnikov, Aleksey Sergeevich
Published: (2025)

Interactive Scattertext visualizations of misogynistic language categories in Spanish song lyrics
by: SEGURA BEDMAR, ISABEL, et al.
Published: (2026)

Classifying short texts for a Social Media monitoring system
by: Núria Bel
Published: (2017)

Automatic determination of the color of the Mexican semaphore of COVID-19 from the news
by: Alvarez-Carmona, Miguel Ángel, et al.
Published: (2022)

Ep. 20: Architectural AI: Precision with ControlNet & ComfyUI
by: Rosehill, Daniel, et al.
Published: (2025)

AI-Powered Chatbots in Customer Service: Evolution, Benefits, and Future Directions
by: Tuuganbekova, Aiturgan
Published: (2025)

Ep. 469: From Pixels to Splats: Mastering 3D AI Character Consistency
by: Rosehill, Daniel, et al.
Published: (2026)

Automated ESG Prediction through Artificial Intelligence: A Literature-Driven Empirical Synthesis and Framework for Future Research
by: Aditya Prakash, et al.
Published: (2025)

Similitud español-inglés a través de word embeddings
by: Fernando Enríıquez
Published: (2017)

MIDAS: An Information-Extraction Approach to Medical Text Classification
by: Anastasia Sotelsek-Margalef
Published: (2008)

Ep. 15: AI Gets Personal: The Power of Voice Fine-Tuning
by: Rosehill, Daniel, et al.
Published: (2025)

Dissimilarity-based classification for stochastic models of embedding spaces applied to voice pathology detection
by: Julián Arias Londoño
Published: (2009)