Imagen de Portada

Based on Data Balancing and Model Improvement for Multi-Label Sentiment Classification Performance Enhancement

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Su, Zijin, Lyu, Huanzhu, Niu, Yuren, Liu, Yiming
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Data for "Based on Data Balancing and Model Improvement for Multi-Label Emotion Recognition"
por: Lyu, Huanzhu
Publicado: (2026)

Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis
por: Liu, Junjie, et al.
Publicado: (2025)

Leveraging Label Semantics and Meta-Label Refinement for Multi-Label Question Classification
por: Dong, Shi, et al.
Publicado: (2024)

Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
por: Monfared, Mohammad H. A., et al.
Publicado: (2026)

Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
por: Li, Shichen, et al.
Publicado: (2025)

Lexicon-Based Sentiment Analysis on Text Polarities with Evaluation of Classification Models
por: Raees, Muhammad, et al.
Publicado: (2024)

LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack
por: Zhu, Hai, et al.
Publicado: (2023)

Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification
por: Gao, Yijie, et al.
Publicado: (2023)

Optimizing Small Transformer-Based Language Models for Multi-Label Sentiment Analysis in Short Texts
por: Neumann, Julius, et al.
Publicado: (2025)

CrossTune: Black-Box Few-Shot Classification with Label Enhancement
por: Luo, Danqing, et al.
Publicado: (2024)

Joint Learning of Local and Global Features for Aspect-based Sentiment Classification
por: Niu, Hao, et al.
Publicado: (2023)

Large Language Models Do Multi-Label Classification Differently
por: Ma, Marcus, et al.
Publicado: (2025)

Large Language Models for Patient Comments Multi-Label Classification
por: Sakai, Hajar, et al.
Publicado: (2024)

Fairness Metric Design Exploration in Multi-Domain Moral Sentiment Classification using Transformer-Based Models
por: Naranbat, Battemuulen, et al.
Publicado: (2025)

An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification
por: Rusli, Andre, et al.
Publicado: (2024)

DS$^2$-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
por: Xu, Hongling, et al.
Publicado: (2024)

LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking
por: Yan, Yan, et al.
Publicado: (2025)

Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
por: Baumann, Jill, et al.
Publicado: (2024)

Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
por: Shangguan, Haonan, et al.
Publicado: (2025)

Progressively Label Enhancement for Large Language Model Alignment
por: Liu, Biao, et al.
Publicado: (2024)

A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition
por: Costa, Nelson Filipe, et al.
Publicado: (2024)

AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer
por: Yang, Leixin, et al.
Publicado: (2023)

Towards Better Question Generation in QA-based Event Extraction
por: Hong, Zijin, et al.
Publicado: (2024)

A Multi-Model Approach to English-Bangla Sentiment Classification of Government Mobile Banking App Reviews
por: Molla, Md. Naim, et al.
Publicado: (2026)

Leveraging Sentiment for Offensive Text Classification
por: Islam, Khondoker Ittehadul
Publicado: (2024)

Divide, Cache, Conquer: Dichotomic Prompting for Efficient Multi-Label LLM-Based Classification
por: Langner, Mikołaj, et al.
Publicado: (2025)

Semantics as a Shield: Label Disguise Defense (LDD) against Prompt Injection in LLM Sentiment Classification
por: Li, Yanxi, et al.
Publicado: (2025)

Multi-Label Classification for Implicit Discourse Relation Recognition
por: Long, Wanqiu, et al.
Publicado: (2024)

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
por: He, Kang, et al.
Publicado: (2026)

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels
por: Jia, Zixia, et al.
Publicado: (2024)

Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy
por: Zeng, Min, et al.
Publicado: (2024)

Text Sentiment Analysis and Classification Based on Bidirectional Gated Recurrent Units (GRUs) Model
por: Xu, Wei, et al.
Publicado: (2024)

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

NepEMO: A Multi-Label Emotion and Sentiment Analysis on Nepali Reddit with Linguistic Insights and Temporal Trends
por: Sitoula, Sameer, et al.
Publicado: (2025)

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
por: Zhang, Junyan, et al.
Publicado: (2025)

Enhancing Game Review Sentiment Classification on Steam Platform with Attention-Based BiLSTM
por: Oktarian, Abit Ahmad, et al.
Publicado: (2026)

Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification
por: Sadi, Abu Adnan, et al.
Publicado: (2024)

The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines
por: Forster, Martina, et al.
Publicado: (2024)

New Directions in Text Classification Research: Maximizing The Performance of Sentiment Classification from Limited Data
por: Agustian, Surya, et al.
Publicado: (2024)

MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis
por: Wu, Chengyan, et al.
Publicado: (2025)