LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Šmíd, Jakub, Přibáň, Pavel, Král, Pavel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving Generative Cross-lingual Aspect-Based Sentiment Analysis with Constrained Decoding
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Few-shot Cross-lingual Aspect-Based Sentiment Analysis with Sequence-to-Sequence Models
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Advancing Cross-lingual Aspect-Based Sentiment Analysis with LLMs and Constrained Decoding for Sequence-to-Sequence Models
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Extending Czech Aspect-Based Sentiment Analysis with Opinion Terms: Dataset and LLM Benchmarks
by: Šmíd, Jakub, et al.
Published: (2026)
by: Šmíd, Jakub, et al.
Published: (2026)
LLaMA-Based Models for Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Large Language Models for Czech Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Cross-lingual Aspect-Based Sentiment Analysis: A Survey on Tasks, Approaches, and Challenges
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Prompt-Based Approach for Czech Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)
by: Šmíd, Jakub, et al.
Published: (2025)
Large Language Models for Summarizing Czech Historical Documents and Beyond
by: Tran, Václav, et al.
Published: (2025)
by: Tran, Václav, et al.
Published: (2025)
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
by: Lenc, Ladislav, et al.
Published: (2025)
by: Lenc, Ladislav, et al.
Published: (2025)
Large Language Models for the Summarization of Czech Documents: From History to the Present
by: Tran, Václav, et al.
Published: (2025)
by: Tran, Václav, et al.
Published: (2025)
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)
Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis
by: Liu, Junjie, et al.
Published: (2025)
by: Liu, Junjie, et al.
Published: (2025)
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction
by: Sheng, Dongming, et al.
Published: (2025)
by: Sheng, Dongming, et al.
Published: (2025)
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUD
by: Pražák, Ondřej, et al.
Published: (2024)
by: Pražák, Ondřej, et al.
Published: (2024)
LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit
by: Zhu, Yuxin, et al.
Published: (2026)
by: Zhu, Yuxin, 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)
by: Monfared, Mohammad H. A., et al.
Published: (2026)
Adaptive Data Augmentation for Aspect Sentiment Quad Prediction
by: Zhang, Wenyuan, et al.
Published: (2024)
by: Zhang, Wenyuan, 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)
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance
by: Cabello, Laura, et al.
Published: (2024)
by: Cabello, Laura, et al.
Published: (2024)
Cross-lingual Few-shot Learning for Persian Sentiment Analysis with Incremental Adaptation
by: Majidi, Farideh, et al.
Published: (2025)
by: Majidi, Farideh, et al.
Published: (2025)
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
by: Cao, Jun, et al.
Published: (2025)
by: Cao, Jun, et al.
Published: (2025)
Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)
by: Liu, Hao, et al.
Published: (2025)
XRAG: Cross-lingual Retrieval-Augmented Generation
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models
by: Zhu, Xiliang, et al.
Published: (2024)
by: Zhu, Xiliang, et al.
Published: (2024)
AnnoABSA: A Web-Based Annotation Tool for Aspect-Based Sentiment Analysis with Retrieval-Augmented Suggestions
by: Hellwig, Nils Constantin, et al.
Published: (2026)
by: Hellwig, Nils Constantin, et al.
Published: (2026)
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
by: Li, Shichen, et al.
Published: (2025)
by: Li, Shichen, et al.
Published: (2025)
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)
Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis
by: Rafiuddin, S M, et al.
Published: (2024)
by: Rafiuddin, S M, et al.
Published: (2024)
Aspect-Based Sentiment Analysis Techniques: A Comparative Study
by: Jayakody, Dineth, et al.
Published: (2024)
by: Jayakody, Dineth, et al.
Published: (2024)
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)
Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis
by: Chai, Yaping, et al.
Published: (2025)
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)
by: Xu, Lingling, et al.
Published: (2024)
Structured Prompting and LLM Ensembling for Multimodal Conversational Aspect-based Sentiment Analysis
by: Gao, Zhiqiang, et al.
Published: (2025)
by: Gao, Zhiqiang, et al.
Published: (2025)
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
by: Hoshino, Sho, et al.
Published: (2024)
by: Hoshino, Sho, et al.
Published: (2024)
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Cross-lingual Named Entity Corpus for Slavic Languages
by: Piskorski, Jakub, et al.
Published: (2024)
by: Piskorski, Jakub, 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)
Similar Items
-
Improving Generative Cross-lingual Aspect-Based Sentiment Analysis with Constrained Decoding
by: Šmíd, Jakub, et al.
Published: (2025) -
Few-shot Cross-lingual Aspect-Based Sentiment Analysis with Sequence-to-Sequence Models
by: Šmíd, Jakub, et al.
Published: (2025) -
Advancing Cross-lingual Aspect-Based Sentiment Analysis with LLMs and Constrained Decoding for Sequence-to-Sequence Models
by: Šmíd, Jakub, et al.
Published: (2025) -
Extending Czech Aspect-Based Sentiment Analysis with Opinion Terms: Dataset and LLM Benchmarks
by: Šmíd, Jakub, et al.
Published: (2026) -
LLaMA-Based Models for Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)