few-shot learning

Core Knowledge Learning Framework for Graph AAAI 2025 Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025 CountSE: Soft Exemplar Open-set Object Counting ICCV 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data COLING 2025 Cross-Document Event-Keyed Summarization ACL 2025 Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025 Crossing Domains without Labels: Distant Supervision for Term Extraction EMNLP 2025 Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025 CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders WACV 2025 CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025 CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SemEval 2025 Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM’s Nest ACL 2025 CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ACL 2025 CycleOIE: A Low-Resource Training Framework For Open Information Extraction COLING 2025 D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025 Data-Efficient 3D Visual Grounding via Order-Aware Referring WACV 2025 Data-scarce Behavior Editing of Language Models EMNLP 2025 Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025 Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models ACL 2025 Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025 Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework EMNLP 2025