few-shot learning

Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation COLING 2024 Towards Fine-Grained Pedagogical Control over English Grammar Complexity in Educational Text Generation NAACL 2024 Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents COLING 2024 Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark ICLR 2024 Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024 Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation COLING 2024 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Interspeech 2024 Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024 Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024 TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NeurIPS 2024 TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration NeurIPS 2024 Transductive Zero-Shot and Few-Shot CLIP CVPR 2024 TransMistral at SemEval-2024 Task 10: Using Mistral 7B for Emotion Discovery and Reasoning its Flip in Conversation SemEval 2024 TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024 UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning AAAI 2024 UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NeurIPS 2024 UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI SemEval 2024 UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence CVPR 2024 UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024 UniMTS: Unified Pre-training for Motion Time Series NeurIPS 2024 UniTS: A Unified Multi-Task Time Series Model NeurIPS 2024 Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning EMNLP 2024 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024