Few-Shot Learning

Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025 ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ACL 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language NAACL 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering EMNLP 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025 An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging WACV 2025 AnomalyDINO: Boosting Patch-Based Few-Shot Anomaly Detection with DINOv2 WACV 2025 AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP EMNLP 2025 Are BabyLMs Deaf to Gricean Maxims? A Pragmatic Evaluation of Sample-efficient Language Models EMNLP 2025 Argumentative Fallacy Detection in Political Debates ACL 2025 A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025 ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples ICCV 2025 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025