Copertina

Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhong, Qihuang, Li, Haiyun, Zhuang, Luyao, Liu, Juhua, Du, Bo
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
di: Zhong, Qihuang, et al.
Pubblicazione: (2024)

E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation
di: Zhong, Qihuang, et al.
Pubblicazione: (2022)

Revisiting Knowledge Distillation for Autoregressive Language Models
di: Zhong, Qihuang, et al.
Pubblicazione: (2024)

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
di: Zhong, Qihuang, et al.
Pubblicazione: (2024)

Better, Faster: Harnessing Self-Improvement in Large Reasoning Models
di: Zhong, Qihuang, et al.
Pubblicazione: (2026)

PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation
di: Zhong, Qihuang, et al.
Pubblicazione: (2022)

LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images?
di: Ye, Maoyuan, et al.
Pubblicazione: (2025)

ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering
di: Zhu, Yikai, et al.
Pubblicazione: (2026)

Try, Check and Retry: A Divide-and-Conquer Framework for Boosting Long-context Tool-Calling Performance of LLMs
di: Chen, Kunfeng, et al.
Pubblicazione: (2026)

Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning
di: Zhong, Qihuang, et al.
Pubblicazione: (2025)

AF-MAT: Aspect-aware Flip-and-Fuse xLSTM for Aspect-based Sentiment Analysis
di: Lawan, Adamu, et al.
Pubblicazione: (2025)

KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance
di: Zhong, Qihuang, et al.
Pubblicazione: (2025)

Tool Retrieval Bridge: Aligning Vague Instructions with Retriever Preferences via Bridge Model
di: Chen, Kunfeng, et al.
Pubblicazione: (2026)

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

Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems
di: Zhong, Qihuang, et al.
Pubblicazione: (2024)

Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis
di: Lawan, Adamu, et al.
Pubblicazione: (2024)

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis
di: Ding, Xuanwen, et al.
Pubblicazione: (2024)

DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis
di: Lawan, Adamu, et al.
Pubblicazione: (2024)

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

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

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

Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information
di: Xu, Chun, et al.
Pubblicazione: (2024)

A Retail-Corpus for Aspect-Based Sentiment Analysis with Large Language Models
di: Silcenco, Oleg, et al.
Pubblicazione: (2025)

Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models
di: Wu, Chengyan, et al.
Pubblicazione: (2024)

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

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

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

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

Enhancing Aspect-based Sentiment Analysis with ParsBERT in Persian Language
di: Ariai, Farid, et al.
Pubblicazione: (2025)

Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland's MANA Token
di: Wu, Xintong, et al.
Pubblicazione: (2026)

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

Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis
di: Huang, Xiaoyong, et al.
Pubblicazione: (2024)

GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
di: Lawan, Adamu, et al.
Pubblicazione: (2025)

LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation
di: Yang, Heng, et al.
Pubblicazione: (2021)

Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis
di: Hellwig, Nils Constantin, et al.
Pubblicazione: (2026)

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

GHI: Graphormer over Conditioned Hypergraph Incidence for Aspect-Based Sentiment Analysis
di: Du, Yu, et al.
Pubblicazione: (2026)

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

Learning to Extract Cross-Domain Aspects and Understanding Sentiments Using Large Language Models
di: Ghosh, Karukriti Kaushik, et al.
Pubblicazione: (2025)

Causal Prompting for Implicit Sentiment Analysis with Large Language Models
di: Ren, Jing, et al.
Pubblicazione: (2025)