Imagen de Portada

Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Hua, Yan Cathy, Denny, Paul, Wicker, Jörg, Taškova, Katerina
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Systematic Review of Aspect-based Sentiment Analysis: Domains, Methods, and Trends
por: Hua, Yan Cathy, et al.
Publicado: (2023)

EduRABSA: An Education Review Dataset for Aspect-based Sentiment Analysis Tasks
por: Hua, Yan Cathy, et al.
Publicado: (2025)

Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
por: Liu, Shunyu, et al.
Publicado: (2024)

PABSA: Hybrid Framework for Persian Aspect-Based Sentiment Analysis
por: Tareh, Mehrzad, et al.
Publicado: (2025)

Leveraging Deep Neural Networks for Aspect-Based Sentiment Classification
por: Li, Chen, et al.
Publicado: (2025)

From Graphs to Hypergraphs: Enhancing Aspect-Based Sentiment Analysis via Multi-Level Relational Modeling
por: Kashyap, Omkar Mahesh, et al.
Publicado: (2025)

Domain-Adaptive Pre-Training for Arabic Aspect-Based Sentiment Analysis: A Comparative Study of Domain Adaptation and Fine-Tuning Strategies
por: Alyami, Salha, et al.
Publicado: (2025)

BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis
por: Ahmed, Murtadha, et al.
Publicado: (2022)

BanglaASTE: A Novel Framework for Aspect-Sentiment-Opinion Extraction in Bangla E-commerce Reviews Using Ensemble Deep Learning
por: Islam, Ariful, et al.
Publicado: (2025)

Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis
por: Fu, Hao-Ming, et al.
Publicado: (2024)

Deep Learning-based Sentiment Analysis of Olympics Tweets
por: Bandyopadhyay, Indranil, et al.
Publicado: (2024)

BanglaSentNet: An Explainable Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis with Cross-Domain Transfer Learning
por: Islam, Ariful, et al.
Publicado: (2025)

Beyond Correlation: Refutation-Validated Aspect-Based Sentiment Analysis for Explainable Energy Market Returns
por: van der Heever, Wihan, et al.
Publicado: (2026)

ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction
por: Naglik, Iwo, et al.
Publicado: (2024)

Heuristic-enhanced Candidates Selection strategy for GPTs tackle Few-Shot Aspect-Based Sentiment Analysis
por: Jiang, Baoxing, et al.
Publicado: (2024)

Research on the Application of Deep Learning-based BERT Model in Sentiment Analysis
por: Wu, Yichao, et al.
Publicado: (2024)

Financial Sentiment Analysis: Leveraging Actual and Synthetic Data for Supervised Fine-tuning
por: Atsiwo, Abraham
Publicado: (2024)

PGF-Net: A Progressive Gated-Fusion Framework for Efficient Multimodal Sentiment Analysis
por: Wen, Bin, et al.
Publicado: (2025)

Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction
por: Zhao, Xiaowei, et al.
Publicado: (2024)

ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection for ABSA
por: Chebolu, Siva Uday Sampreeth, et al.
Publicado: (2024)

Sentiment Analysis of Cyberbullying Data in Social Media
por: Susmitha, Arvapalli Sai, et al.
Publicado: (2024)

MEGnifying Emotion: Sentiment Analysis from Annotated Brain Data
por: Liu, Brian, et al.
Publicado: (2026)

Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models
por: Rannen-Triki, Amal, et al.
Publicado: (2024)

AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging
por: Ren, Xiaobin, et al.
Publicado: (2025)

Relational Graph Convolutional Networks for Sentiment Analysis
por: Khosravi, Asal, et al.
Publicado: (2024)

Understanding Social Perception, Interactions, and Safety Aspects of Sidewalk Delivery Robots Using Sentiment Analysis
por: Du, Yuchen, et al.
Publicado: (2024)

Sentiment Analysis in Software Engineering: Evaluating Generative Pre-trained Transformers
por: Saifullah, KM Khalid, et al.
Publicado: (2025)

Bridging the Gap for Test-Time Multimodal Sentiment Analysis
por: Guo, Zirun, et al.
Publicado: (2024)

Sentiment Analysis of German Sign Language Fairy Tales
por: Nunnari, Fabrizio, et al.
Publicado: (2026)

EHSAN: Leveraging ChatGPT in a Hybrid Framework for Arabic Aspect-Based Sentiment Analysis in Healthcare
por: Alamoudi, Eman, et al.
Publicado: (2025)

CERM: Context-aware Literature-based Discovery via Sentiment Analysis
por: Young, Julio Christian, et al.
Publicado: (2024)

Analysing Public Transport User Sentiment on Low Resource Multilingual Data
por: Myoya, Rozina L., et al.
Publicado: (2024)

Unsupervised Data Validation Methods for Efficient Model Training
por: Paniv, Yurii
Publicado: (2024)

ANUBHUTI: A Comprehensive Corpus For Sentiment Analysis In Bangla Regional Languages
por: Kundu, Swastika, et al.
Publicado: (2025)

Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages
por: Kubík, Jozef, et al.
Publicado: (2025)

Breaking BERT: Gradient Attack on Twitter Sentiment Analysis for Targeted Misclassification
por: Subedi, Akil Raj, et al.
Publicado: (2025)

Multi-refined Feature Enhanced Sentiment Analysis Using Contextual Instruction
por: Atandoh, Peter, et al.
Publicado: (2025)

Missing-by-Design: Certifiable Modality Deletion for Revocable Multimodal Sentiment Analysis
por: Fu, Rong, et al.
Publicado: (2026)

A Novel Dependency Framework for Enhancing Discourse Data Analysis
por: Sun, Kun, et al.
Publicado: (2024)

Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
por: Gómez-Gálvez, Sandra, et al.
Publicado: (2026)