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1. LAQDA LAQDA Public

   EMNLP 2024 (findings): Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks

   Python 7 1

2. Label-guided-Text-Classification Label-guided-Text-Classification Public

   Pattern Recognition 2025: Guiding Prototype Networks with label semantics for few-shot text classification

   Python 4 1

3. TAPE TAPE Public

   CVPR 2026: TAPE: Task-Adaptive Prototype Evolution in Audio-Language Models for Fully Few-shot Class-incremental Audio Classification

   Python 2 1

4. LPFS LPFS Public

   ICME 2026 (Spotlight): Joint Logits Purification and Feature Supplement for CLIP-based Few-shot Learning

   Python