few-shot learning

3390 papers

Explore in graph

Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts ICCV 2025

Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025

Hierarchical Material Recognition from Local Appearance ICCV 2025

Prompt Tuning In a Compact Attribute Space AAAI 2025

Multi-Modal Few-Shot Temporal Action Segmentation ICCV 2025

Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025

Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning ICCV 2025

Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025

Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages IJCNLP 2025

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025

On LLM-Based Scientific Inductive Reasoning Beyond Equations EMNLP 2025

Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025

LegalViz: Legal Text Visualization by Text To Diagram Generation NAACL 2025

SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025

Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025

Can Large language model analyze financial statements well? COLING 2025

Acquiring Bidirectionality via Large and Small Language Models COLING 2025

Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025

Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning COLING 2025

Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025

LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025

How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025

Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback COLING 2025

YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SEMEVAL 2025