Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Kunrong, Liu, Xinyu, Chen, Zhen |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
On the Impact of Language Nuances on Sentiment Analysis with Large Language Models: Paraphrasing, Sarcasm, and Emojis
por: Bhargava, Naman, et al.
Publicado: (2025)
por: Bhargava, Naman, et al.
Publicado: (2025)
CREAM: Consistency Regularized Self-Rewarding Language Models
por: Wang, Zhaoyang, et al.
Publicado: (2024)
por: Wang, Zhaoyang, et al.
Publicado: (2024)
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
por: Tang, Raphael, et al.
Publicado: (2023)
por: Tang, Raphael, et al.
Publicado: (2023)
CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
por: Min, Nay Myat, et al.
Publicado: (2024)
por: Min, Nay Myat, et al.
Publicado: (2024)
ESI: Epistemic Uncertainty Quantification via Semantic-preserving Intervention for Large Language Models
por: Li, Mingda, et al.
Publicado: (2025)
por: Li, Mingda, et al.
Publicado: (2025)
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization
por: Wang, Mingyang, et al.
Publicado: (2024)
por: Wang, Mingyang, et al.
Publicado: (2024)
ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs
por: Liu, Hongyi, et al.
Publicado: (2025)
por: Liu, Hongyi, et al.
Publicado: (2025)
Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models
por: Miriyala, Vihaan, et al.
Publicado: (2025)
por: Miriyala, Vihaan, et al.
Publicado: (2025)
Sentiment Classification of Gaza War Headlines: A Comparative Analysis of Large Language Models and Arabic Fine-Tuned BERT Models
por: Eleraqi, Amr, et al.
Publicado: (2026)
por: Eleraqi, Amr, et al.
Publicado: (2026)
Uncertainty-Aware Collaborative System of Large and Small Models for Multimodal Sentiment Analysis
por: Han, Shiqin, et al.
Publicado: (2025)
por: Han, Shiqin, et al.
Publicado: (2025)
Additive Large Language Models for Semi-Structured Text
por: K, Karthikeyan, et al.
Publicado: (2025)
por: K, Karthikeyan, et al.
Publicado: (2025)
SODA: Semi On-Policy Black-Box Distillation for Large Language Models
por: Chen, Xiwen, et al.
Publicado: (2026)
por: Chen, Xiwen, et al.
Publicado: (2026)
Temporally Consistent Factuality Probing for Large Language Models
por: Bajpai, Ashutosh, et al.
Publicado: (2024)
por: Bajpai, Ashutosh, et al.
Publicado: (2024)
Sentiment Analysis of German Sign Language Fairy Tales
por: Nunnari, Fabrizio, et al.
Publicado: (2026)
por: Nunnari, Fabrizio, et al.
Publicado: (2026)
Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection
por: Li, Siyuan, et al.
Publicado: (2025)
por: Li, Siyuan, et al.
Publicado: (2025)
CAST: Continuous and Differentiable Semi-Structured Sparsity-Aware Training for Large Language Models
por: Huang, Weiyu, et al.
Publicado: (2025)
por: Huang, Weiyu, et al.
Publicado: (2025)
Ensemble Language Models for Multilingual Sentiment Analysis
por: Hasan, Md Arid
Publicado: (2024)
por: Hasan, Md Arid
Publicado: (2024)
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
por: Liu, Shunyu, et al.
Publicado: (2024)
por: Liu, Shunyu, et al.
Publicado: (2024)
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models
por: Chen, Weizhe, et al.
Publicado: (2024)
por: Chen, Weizhe, et al.
Publicado: (2024)
Block Circulant Adapter for Large Language Models
por: Ding, Xinyu, et al.
Publicado: (2025)
por: Ding, Xinyu, et al.
Publicado: (2025)
Rethinking Entropy Regularization in Large Reasoning Models
por: Jiang, Yuxian, et al.
Publicado: (2025)
por: Jiang, Yuxian, et al.
Publicado: (2025)
Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models
por: Qi, Zhen, et al.
Publicado: (2024)
por: Qi, Zhen, et al.
Publicado: (2024)
Semantic Structure of Feature Space in Large Language Models
por: Kozlowski, Austin C., et al.
Publicado: (2026)
por: Kozlowski, Austin C., et al.
Publicado: (2026)
ANUBHUTI: A Comprehensive Corpus For Sentiment Analysis In Bangla Regional Languages
por: Kundu, Swastika, et al.
Publicado: (2025)
por: Kundu, Swastika, et al.
Publicado: (2025)
Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages
por: Kubík, Jozef, et al.
Publicado: (2025)
por: Kubík, Jozef, et al.
Publicado: (2025)
Task-Specific Efficiency Analysis: When Small Language Models Outperform Large Language Models
por: Cao, Jinghan, et al.
Publicado: (2026)
por: Cao, Jinghan, et al.
Publicado: (2026)
Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification
por: Ai, Wei, et al.
Publicado: (2024)
por: Ai, Wei, et al.
Publicado: (2024)
Text Sentiment Analysis and Classification Based on Bidirectional Gated Recurrent Units (GRUs) Model
por: Xu, Wei, et al.
Publicado: (2024)
por: Xu, Wei, et al.
Publicado: (2024)
LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics
por: Tang, Jialiang, et al.
Publicado: (2025)
por: Tang, Jialiang, et al.
Publicado: (2025)
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
por: Sun, Yiyou, et al.
Publicado: (2024)
por: Sun, Yiyou, et al.
Publicado: (2024)
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
por: Sedova, Anastasiia, et al.
Publicado: (2024)
por: Sedova, Anastasiia, et al.
Publicado: (2024)
On the Thinking-Language Modeling Gap in Large Language Models
por: Liu, Chenxi, et al.
Publicado: (2025)
por: Liu, Chenxi, et al.
Publicado: (2025)
Syntax Without Semantics: Teaching Large Language Models to Code in an Unseen Language
por: Kumar, Vinayshekhar Bannihatti, et al.
Publicado: (2026)
por: Kumar, Vinayshekhar Bannihatti, et al.
Publicado: (2026)
Proxy Compression for Language Modeling
por: Zheng, Lin, et al.
Publicado: (2026)
por: Zheng, Lin, et al.
Publicado: (2026)
Analyzing the Role of Semantic Representations in the Era of Large Language Models
por: Jin, Zhijing, et al.
Publicado: (2024)
por: Jin, Zhijing, et al.
Publicado: (2024)
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis
por: Wang, Pan, et al.
Publicado: (2024)
por: Wang, Pan, et al.
Publicado: (2024)
Robust and Scalable Model Editing for Large Language Models
por: Chen, Yingfa, et al.
Publicado: (2024)
por: Chen, Yingfa, et al.
Publicado: (2024)
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
por: Liu, Haochen, et al.
Publicado: (2025)
por: Liu, Haochen, et al.
Publicado: (2025)
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models
por: Cao, Yang, et al.
Publicado: (2024)
por: Cao, Yang, et al.
Publicado: (2024)
Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models
por: Davoodi, Arash Gholami, et al.
Publicado: (2026)
por: Davoodi, Arash Gholami, et al.
Publicado: (2026)
Ejemplares similares
-
On the Impact of Language Nuances on Sentiment Analysis with Large Language Models: Paraphrasing, Sarcasm, and Emojis
por: Bhargava, Naman, et al.
Publicado: (2025) -
CREAM: Consistency Regularized Self-Rewarding Language Models
por: Wang, Zhaoyang, et al.
Publicado: (2024) -
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
por: Tang, Raphael, et al.
Publicado: (2023) -
CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
por: Min, Nay Myat, et al.
Publicado: (2024) -
ESI: Epistemic Uncertainty Quantification via Semantic-preserving Intervention for Large Language Models
por: Li, Mingda, et al.
Publicado: (2025)