2022

Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification

Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification

Mukea: Multimodal knowledge extraction and accumulation for knowledge-based visual question answering

Knowledge Matters: Chest Radiology Report Generation with General and Specific Knowledge

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding

KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification

Hybrid transformer with multi-level fusion for multimodal knowledge graph completion

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings

AGXNet: Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays