extreme multi-label classification

CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026 Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026 Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs SemEval 2025 Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025 Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025 Dual-Encoders for Extreme Multi-label Classification ICLR 2024 Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification EMNLP 2024 ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024 QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware EMNLP 2024 XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification ACL 2024 Cluster-Guided Label Generation in Extreme Multi-Label Classification EACL 2023 Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation EMNLP 2023 Generalized test utilities for long-tail performance in extreme multi-label classification NeurIPS 2023 Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions EACL 2023 PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation ICML 2023 Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023 Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores NAACL 2022 CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification NeurIPS 2022 Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022 ELIAS: End-to-End Learning to Index and Search in Large Output Spaces NeurIPS 2022 Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022 Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022 OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022 Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification NeurIPS 2021 Label Disentanglement in Partition-based Extreme Multilabel Classification NeurIPS 2021