Sentiment-Aware Recommendation Systems in E-Commerce: A Review from a Natural Language Processing Perspective
Fuente:
arXiv
Saved in:
| Main Author: | Gajula, Yogesh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Problem of Coherence in Natural Language Explanations of Recommendations
by: Raczyński, Jakub, et al.
Published: (2023)
by: Raczyński, Jakub, et al.
Published: (2023)
Uncertainty-Aware Explainable Recommendation with Large Language Models
by: Peng, Yicui, et al.
Published: (2024)
by: Peng, Yicui, et al.
Published: (2024)
SentimentLens: Reconciling Sentiment and Ratings via Dual-Modality in the Hospitality Sector
by: Jayakody, Dineth, et al.
Published: (2026)
by: Jayakody, Dineth, et al.
Published: (2026)
CURE:Circuit-Aware Unlearning for LLM-based Recommendation
by: Chen, Ziheng, et al.
Published: (2026)
by: Chen, Ziheng, et al.
Published: (2026)
News Recommendation with Category Description by a Large Language Model
by: Yada, Yuki, et al.
Published: (2024)
by: Yada, Yuki, et al.
Published: (2024)
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
by: Zhang, Weizhi, et al.
Published: (2025)
by: Zhang, Weizhi, et al.
Published: (2025)
Leveraging LLM Reasoning Enhances Personalized Recommender Systems
by: Tsai, Alicia Y., et al.
Published: (2024)
by: Tsai, Alicia Y., et al.
Published: (2024)
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems
by: Sayana, Krishna, et al.
Published: (2024)
by: Sayana, Krishna, et al.
Published: (2024)
REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives
by: Su, Kun, et al.
Published: (2025)
by: Su, Kun, et al.
Published: (2025)
GenRec: Generative Sequential Recommendation with Large Language Models
by: Cao, Panfeng, et al.
Published: (2024)
by: Cao, Panfeng, et al.
Published: (2024)
Large Language Models are Learnable Planners for Long-Term Recommendation
by: Shi, Wentao, et al.
Published: (2024)
by: Shi, Wentao, et al.
Published: (2024)
Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations
by: Shi, Zhan, et al.
Published: (2025)
by: Shi, Zhan, et al.
Published: (2025)
ReGeS: Reciprocal Retrieval-Generation Synergy for Conversational Recommender Systems
by: Yang, Dayu, et al.
Published: (2025)
by: Yang, Dayu, et al.
Published: (2025)
Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems
by: Elahi, Ali, et al.
Published: (2024)
by: Elahi, Ali, et al.
Published: (2024)
X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation
by: Hadad, Guy, et al.
Published: (2025)
by: Hadad, Guy, et al.
Published: (2025)
MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification
by: Vashisht, Varun, et al.
Published: (2025)
by: Vashisht, Varun, et al.
Published: (2025)
Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis
by: Fu, Hao-Ming, et al.
Published: (2024)
by: Fu, Hao-Ming, et al.
Published: (2024)
Uncertainty and Fairness Awareness in LLM-Based Recommendation Systems
by: Sah, Chandan Kumar, et al.
Published: (2026)
by: Sah, Chandan Kumar, et al.
Published: (2026)
LLM-Enhanced Linear Autoencoders for Recommendation
by: Moon, Jaewan, et al.
Published: (2025)
by: Moon, Jaewan, et al.
Published: (2025)
Sequential LLM Framework for Fashion Recommendation
by: Liu, Han, et al.
Published: (2024)
by: Liu, Han, et al.
Published: (2024)
The Oracle and The Prism: A Decoupled and Efficient Framework for Generative Recommendation Explanation
by: Zhang, Jiaheng, et al.
Published: (2025)
by: Zhang, Jiaheng, et al.
Published: (2025)
TASER: Table Agents for Schema-guided Extraction and Recommendation
by: Cho, Nicole, et al.
Published: (2025)
by: Cho, Nicole, et al.
Published: (2025)
CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation
by: Li, Yaoyiran, et al.
Published: (2024)
by: Li, Yaoyiran, et al.
Published: (2024)
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation
by: Shimizu, Ryotaro, et al.
Published: (2024)
by: Shimizu, Ryotaro, et al.
Published: (2024)
UP5: Unbiased Foundation Model for Fairness-aware Recommendation
by: Hua, Wenyue, et al.
Published: (2023)
by: Hua, Wenyue, et al.
Published: (2023)
RAIR: A Rule-Aware Benchmark Uniting Challenging Long-Tail and Visual Salience Subset for E-commerce Relevance Assessment
by: Lu, Chenji, et al.
Published: (2025)
by: Lu, Chenji, et al.
Published: (2025)
FUSE : Failure-aware Usage of Subagent Evidence for MultiModal Search and Recommendation
by: Vatsa, Tushar, et al.
Published: (2025)
by: Vatsa, Tushar, et al.
Published: (2025)
SkillGraph: Graph Foundation Priors for LLM Agent Tool Sequence Recommendation
by: Liu, Hao, et al.
Published: (2026)
by: Liu, Hao, et al.
Published: (2026)
Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking
by: Wang, Chen, et al.
Published: (2025)
by: Wang, Chen, et al.
Published: (2025)
Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator
by: Yin, Jun, et al.
Published: (2024)
by: Yin, Jun, et al.
Published: (2024)
Urdu News Article Recommendation Model using Natural Language Processing Techniques
by: Abbas, Syed Zain, et al.
Published: (2022)
by: Abbas, Syed Zain, et al.
Published: (2022)
Information Extraction in Low-Resource Scenarios: Survey and Perspective
by: Deng, Shumin, et al.
Published: (2022)
by: Deng, Shumin, et al.
Published: (2022)
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
by: Liu, Yu-An, et al.
Published: (2024)
by: Liu, Yu-An, et al.
Published: (2024)
Impression-Aware Recommender Systems
by: Maurera, Fernando B. Pérez, et al.
Published: (2023)
by: Maurera, Fernando B. Pérez, et al.
Published: (2023)
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
by: Jung, Dongwon, et al.
Published: (2024)
by: Jung, Dongwon, et al.
Published: (2024)
Membership Inference Attacks on LLM-based Recommender Systems
by: He, Jiajie, et al.
Published: (2025)
by: He, Jiajie, et al.
Published: (2025)
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search
by: Sachdev, Jayant, et al.
Published: (2025)
by: Sachdev, Jayant, et al.
Published: (2025)
AD-Bench: A Real-World, Trajectory-Aware Advertising Analytics Benchmark for LLM Agents
by: Hu, Lingxiang, et al.
Published: (2026)
by: Hu, Lingxiang, et al.
Published: (2026)
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
by: Yoon, Soyoung, et al.
Published: (2025)
by: Yoon, Soyoung, et al.
Published: (2025)
Similar Items
-
The Problem of Coherence in Natural Language Explanations of Recommendations
by: Raczyński, Jakub, et al.
Published: (2023) -
Uncertainty-Aware Explainable Recommendation with Large Language Models
by: Peng, Yicui, et al.
Published: (2024) -
SentimentLens: Reconciling Sentiment and Ratings via Dual-Modality in the Hospitality Sector
by: Jayakody, Dineth, et al.
Published: (2026) -
CURE:Circuit-Aware Unlearning for LLM-based Recommendation
by: Chen, Ziheng, et al.
Published: (2026) -
News Recommendation with Category Description by a Large Language Model
by: Yada, Yuki, et al.
Published: (2024)