Cover Image

Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Junjie, Tian, Yuanhe, Song, Yan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model
by: Wang, Zhongzheng, et al.
Published: (2026)

Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis
by: Tian, Yuanhe, et al.
Published: (2025)

LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation
by: Šmíd, Jakub, et al.
Published: (2025)

Adaptive Data Augmentation for Aspect Sentiment Quad Prediction
by: Zhang, Wenyuan, et al.
Published: (2024)

ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling
by: Tian, Yuanhe, et al.
Published: (2025)

SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation
by: Tian, Yuanhe, et al.
Published: (2026)

Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2023)

Frustratingly Easy Task-aware Pruning for Large Language Models
by: Tian, Yuanhe, et al.
Published: (2025)

A Systematic Review of Deep Learning-based Research on Radiology Report Generation
by: Liu, Chang, et al.
Published: (2023)

Chain-of-thought Reviewing and Correction for Time Series Question Answering
by: Su, Chen, et al.
Published: (2025)

Multimodal Conditioned Diffusive Time Series Forecasting
by: Su, Chen, et al.
Published: (2025)

LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit
by: Zhu, Yuxin, et al.
Published: (2026)

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
by: Zhou, Changzhi, et al.
Published: (2024)

LLaMA-Based Models for Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)

AnnoABSA: A Web-Based Annotation Tool for Aspect-Based Sentiment Analysis with Retrieval-Augmented Suggestions
by: Hellwig, Nils Constantin, et al.
Published: (2026)

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

Recurrent Visual Feature Extraction and Stereo Attentions for CT Report Generation
by: Tian, Yuanhe, et al.
Published: (2025)

ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences
by: Tian, Yuanhe, et al.
Published: (2023)

Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis
by: Zhong, Qihuang, et al.
Published: (2024)

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models
by: Neveditsin, Nikita, et al.
Published: (2025)

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
by: Wu, Chengyan, et al.
Published: (2025)

Large Language Models for Czech Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)

Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks
by: Šmíd, Jakub, et al.
Published: (2025)

Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis
by: Rafiuddin, S M, et al.
Published: (2024)

Aspect-Based Sentiment Analysis Techniques: A Comparative Study
by: Jayakody, Dineth, et al.
Published: (2024)

Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis
by: Chai, Yaping, et al.
Published: (2025)

Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis
by: Xu, Lingling, et al.
Published: (2024)

Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
by: Yang, Hao, et al.
Published: (2024)

Data-Efficient Adaptation and a Novel Evaluation Method for Aspect-based Sentiment Analysis
by: Hua, Yan Cathy, et al.
Published: (2025)

Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
by: Xiao, Luwei, et al.
Published: (2025)

Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis
by: Jun, Yonghyun, et al.
Published: (2024)

Aspect-Based Sentiment Analysis for Open-Ended HR Survey Responses
by: Rink, Lois, et al.
Published: (2024)

FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis
by: Ong, Keane, et al.
Published: (2023)

DNAZEN: Enhanced Gene Sequence Representations via Mixed Granularities of Coding Units
by: Mao, Lei, et al.
Published: (2025)

Text Reinforcement for Multimodal Time Series Forecasting
by: Su, Chen, et al.
Published: (2025)

Fine-grained Verbal Attack Detection via a Hierarchical Divide-and-Conquer Framework
by: Zheng, Quan, et al.
Published: (2026)

Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2024)

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

Improving Generative Cross-lingual Aspect-Based Sentiment Analysis with Constrained Decoding
by: Šmíd, Jakub, et al.
Published: (2025)