few-shot learning

It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025 LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025 Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025 Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025 Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025 Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment MIDL 2025 Learning from Disagreement: Entropy-Guided Few-Shot Selection for Toxic Language Detection ACL 2025 Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025 Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks ICML 2025 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation ICLR 2025 Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 LegalViz: Legal Text Visualization by Text To Diagram Generation NAACL 2025 Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025 Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025 Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning Interspeech 2025 Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025 Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification EMNLP 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025