SOTAVerified

Product Recommendation

Papers

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Showing 1–50 of 132 papers

TitleStatusHype
FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio PlatformCode1
Using LLMs for the Extraction and Normalization of Product Attribute ValuesCode1
RetailSynth: Synthetic Data Generation for Retail AI Systems EvaluationCode1
Multi-modal Extreme ClassificationCode1
Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss FunctionsCode1
Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement LearningCode1
Automatic Controllable Product Copywriting for E-CommerceCode1
Learning Backward Compatible EmbeddingsCode1
Learning Neural Set Functions Under the Optimal Subset OracleCode1
Cross-Market Product RecommendationCode1
DECAF: Deep Extreme Classification with Label FeaturesCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product RecommendationCode1
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme ClassificationCode1
BERT Goes Shopping: Comparing Distributional Models for Product RepresentationsCode1
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural NetworkCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
Gated Attentive-Autoencoder for Content-Aware RecommendationCode1
A Tutorial on Thompson SamplingCode1
AI based Content Creation and Product Recommendation Applications in E-commerce: An Ethical overview—0
A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification—0
StealthRank: LLM Ranking Manipulation via Stealthy Prompt OptimizationCode0
BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder—0
Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations—0
Style4Rec: Enhancing Transformer-based E-commerce Recommendation Systems with Style and Shopping Cart Information—0
Learning Set Functions with Implicit Differentiation—0
Consistency Regularization for Complementary Clothing Recommendations—0
Recommender systems and reinforcement learning for human-building interaction and context-aware support: A text mining-driven review of scientific literatureCode0
Labels in Extremes: How Well Calibrated are Extreme Multi-label Classifiers?—0
Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems—0
A Recommendation Model Utilizing Separation Embedding and Self-Attention for Feature Mining—0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
HLogformer: A Hierarchical Transformer for Representing Log Data—0
E-Commerce Product Recommendation System based on ML Algorithms—0
Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning—0
"Global is Good, Local is Bad?": Understanding Brand Bias in LLMs—0
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational DataCode0
PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends—0
Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis—0
Learning label-label correlations in Extreme Multi-label Classification via Label Features—0
2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion—0
MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation—0
A Usage-centric Take on Intent Understanding in E-CommerceCode0
Fast Dual-Regularized Autoencoder for Sparse Biological Data—0
A Completely Locale-independent Session-based Recommender System by Leveraging Trained Model—0
Detecting Violations of Differential Privacy for Quantum Algorithms—0
Improving the Accuracy of Beauty Product Recommendations by Assessing Face Illumination Quality—0
Adaptive Collaborative Filtering with Personalized Time Decay Functions for Financial Product Recommendation—0
An Efficient Recommendation System in E-commerce using Passer learning optimization based on Bi-LSTM—0
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text GenerationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Ensemble (60 models)F10.07—Unverified