| Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Nov 13, 2024 | Anomaly DetectionDemand Forecasting | CodeCode Available | 2 |
| SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation | May 16, 2024 | Bias DetectionDiversity | CodeCode Available | 1 |
| Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification | Dec 11, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification | Nov 1, 2018 | General ClassificationMulti-Label Text Classification | CodeCode Available | 1 |
| DashCLIP: Leveraging multimodal models for generating semantic embeddings for DoorDash | Mar 18, 2025 | Contrastive LearningProduct Categorization | —Unverified | 0 |
| Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts | Aug 28, 2023 | Abusive LanguageFake News Detection | —Unverified | 0 |
| Consistent Text Categorization using Data Augmentation in e-Commerce | May 9, 2023 | Data AugmentationProduct Categorization | —Unverified | 0 |
| Holder Recommendations using Graph Representation Learning & Link Prediction | Nov 10, 2022 | Graph Representation LearningLink Prediction | —Unverified | 0 |
| Robust Product Classification with Instance-Dependent Noise | Sep 14, 2022 | ClassificationDenoising | —Unverified | 0 |
| Deep Analysis of Visual Product Reviews | Jul 19, 2022 | Product Categorization | —Unverified | 0 |
| Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks | Feb 23, 2021 | Product CategorizationText Categorization | —Unverified | 0 |
| Exploiting Knowledge Graphs for Facilitating Product/Service Discovery | Oct 11, 2020 | Knowledge GraphsProduct Categorization | —Unverified | 0 |
| ProSeqo: Projection Sequence Networks for On-Device Text Classification | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Atlas: A Dataset and Benchmark for E-commerce Clothing Product Categorization | Aug 12, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Automatic Product Categorization for Official Statistics | Aug 1, 2019 | General ClassificationProduct Categorization | —Unverified | 0 |
| Multi-Label Product Categorization Using Multi-Modal Fusion Models | Jun 30, 2019 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 |
| Large Scale Product Categorization using Structured and Unstructured Attributes | Mar 1, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| Don't Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation | Dec 14, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce | Apr 1, 2017 | Product CategorizationTopic Models | —Unverified | 0 |
| Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models | Apr 1, 2017 | Feature EngineeringProduct Categorization | —Unverified | 0 |
| Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant | Dec 1, 2016 | General ClassificationProduct Categorization | —Unverified | 0 |
| Automatic tagging and retrieval of E-Commerce products based on visual features | Jun 1, 2016 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce | May 1, 2015 | Multi-class ClassificationProduct Categorization | —Unverified | 0 |
| Hierarchically Supervised Latent Dirichlet Allocation | Dec 1, 2011 | Product Categorization | —Unverified | 0 |
