Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Chengyan, Ma, Bolei, Zhang, Zheyu, Deng, Ningyuan, He, Yanqing, Xue, Yun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis
by: Wu, Chengyan, et al.
Published: (2025)
by: Wu, Chengyan, et al.
Published: (2025)
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
by: Wu, Chengyan, et al.
Published: (2025)
by: Wu, Chengyan, et al.
Published: (2025)
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
by: Zhou, Changzhi, et al.
Published: (2024)
by: Zhou, Changzhi, et al.
Published: (2024)
Large Language Models for Czech Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
by: Li, Shichen, et al.
Published: (2025)
by: Li, Shichen, et al.
Published: (2025)
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis
by: Ding, Xuanwen, et al.
Published: (2024)
by: Ding, Xuanwen, et al.
Published: (2024)
Zero-Shot to Full-Resource: Cross-lingual Transfer Strategies for Aspect-Based Sentiment Analysis
by: Fehle, Jakob, et al.
Published: (2026)
by: Fehle, Jakob, et al.
Published: (2026)
A Retail-Corpus for Aspect-Based Sentiment Analysis with Large Language Models
by: Silcenco, Oleg, et al.
Published: (2025)
by: Silcenco, Oleg, et al.
Published: (2025)
The Imperfective Paradox in Large Language Models
by: Ma, Bolei, et al.
Published: (2026)
by: Ma, Bolei, et al.
Published: (2026)
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
by: Hu, Jinyi, et al.
Published: (2023)
by: Hu, Jinyi, et al.
Published: (2023)
Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model
by: Wang, Zhongzheng, et al.
Published: (2026)
by: Wang, Zhongzheng, et al.
Published: (2026)
SURE: Synergistic Uncertainty-aware Reasoning for Multimodal Emotion Recognition in Conversations
by: Cai, Yiqiang, et al.
Published: (2026)
by: Cai, Yiqiang, et al.
Published: (2026)
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon
by: Koto, Fajri, et al.
Published: (2024)
by: Koto, Fajri, 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)
by: Neveditsin, Nikita, et al.
Published: (2025)
FAITH: Factuality Alignment through Integrating Trustworthiness and Honestness
by: Dong, Xiaoning, et al.
Published: (2026)
by: Dong, Xiaoning, et al.
Published: (2026)
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies
by: Kuila, Alapan, et al.
Published: (2024)
by: Kuila, Alapan, et al.
Published: (2024)
Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis
by: Zhong, Qihuang, et al.
Published: (2024)
by: Zhong, Qihuang, et al.
Published: (2024)
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models
by: Nie, Ercong, et al.
Published: (2024)
by: Nie, Ercong, et al.
Published: (2024)
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects
by: Wu, Chengyan, et al.
Published: (2025)
by: Wu, Chengyan, et al.
Published: (2025)
LLaMA-Based Models for Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis
by: Huang, Xiaoyong, et al.
Published: (2024)
by: Huang, Xiaoyong, et al.
Published: (2024)
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2023)
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2023)
Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis
by: Hellwig, Nils Constantin, et al.
Published: (2026)
by: Hellwig, Nils Constantin, et al.
Published: (2026)
DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis
by: Lee, Lung-Hao, et al.
Published: (2026)
by: Lee, Lung-Hao, et al.
Published: (2026)
Capabilities and Evaluation Biases of Large Language Models in Classical Chinese Poetry Generation: A Case Study on Tang Poetry
by: Ma, Bolei, et al.
Published: (2025)
by: Ma, Bolei, et al.
Published: (2025)
Beyond Cosine Similarity: Zero-Initialized Residual Complex Projection for Aspect-Based Sentiment Analysis
by: Wang, Yijin, et al.
Published: (2026)
by: Wang, Yijin, et al.
Published: (2026)
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Multi-domain Multilingual Sentiment Analysis in Industry: Predicting Aspect-based Opinion Quadruples
by: White, Benjamin, et al.
Published: (2025)
by: White, Benjamin, et al.
Published: (2025)
Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information
by: Xu, Chun, et al.
Published: (2024)
by: Xu, Chun, et al.
Published: (2024)
Large Language Models Enhanced by Plug and Play Syntactic Knowledge for Aspect-based Sentiment Analysis
by: Tian, Yuanhe, et al.
Published: (2025)
by: Tian, Yuanhe, et al.
Published: (2025)
From Detection to Mitigation: Addressing Gender Bias in Chinese Texts via Efficient Tuning and Voting-Based Rebalancing
by: Wu, Chengyan, et al.
Published: (2025)
by: Wu, Chengyan, et al.
Published: (2025)
DS$^2$-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
by: Xu, Hongling, et al.
Published: (2024)
by: Xu, Hongling, et al.
Published: (2024)
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
by: Xiao, Luwei, et al.
Published: (2025)
by: Xiao, Luwei, et al.
Published: (2025)
Large-Scale Aspect-Based Sentiment Analysis with Reasoning-Infused LLMs
by: Liskowski, Paweł, et al.
Published: (2026)
by: Liskowski, Paweł, et al.
Published: (2026)
Advancing Aspect-Based Sentiment Analysis through Deep Learning Models
by: Li, Chen, et al.
Published: (2024)
by: Li, Chen, et al.
Published: (2024)
Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model
by: Donhauser, Niklas, et al.
Published: (2026)
by: Donhauser, Niklas, et al.
Published: (2026)
Generate Then Correct: Single Shot Global Correction for Aspect Sentiment Quad Prediction
by: He, Shidong, et al.
Published: (2026)
by: He, Shidong, et al.
Published: (2026)
Evaluating Span Extraction in Generative Paradigm: A Reflection on Aspect-Based Sentiment Analysis
by: Yang, Soyoung, et al.
Published: (2024)
by: Yang, Soyoung, et al.
Published: (2024)
Ensemble Language Models for Multilingual Sentiment Analysis
by: Hasan, Md Arid
Published: (2024)
by: Hasan, Md Arid
Published: (2024)
GHI: Graphormer over Conditioned Hypergraph Incidence for Aspect-Based Sentiment Analysis
by: Du, Yu, et al.
Published: (2026)
by: Du, Yu, et al.
Published: (2026)
Similar Items
-
MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis
by: Wu, Chengyan, et al.
Published: (2025) -
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
by: Wu, Chengyan, et al.
Published: (2025) -
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
by: Zhou, Changzhi, et al.
Published: (2024) -
Large Language Models for Czech Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025) -
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
by: Li, Shichen, et al.
Published: (2025)