few-shot learning

Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024 Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction EMNLP 2024 Class-Incremental Few-Shot Event Detection COLING 2024 Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024 ClevrSkills: Compositional Language And Visual Reasoning in Robotics NeurIPS 2024 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes NAACL 2024 CLIP-FSAC: Boosting CLIP for Few-Shot Anomaly Classification with Synthetic Anomalies IJCAI 2024 Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024 CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite COLING 2024 Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024 CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving NAACL 2024 Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ACL 2024 Component Fourier Neural Operator for Singularly Perturbed Differential Equations AAAI 2024 Compositional Few-Shot Class-Incremental Learning ICML 2024 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024 CONAN-MT-SP: A Spanish Corpus for Counternarrative Using GPT Models COLING 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis NAACL 2024 ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks CVPR 2024 Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition COLING 2024 Consistency-guided Prompt Learning for Vision-Language Models ICLR 2024 Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs EMNLP 2024 Context-Aware Meta-Learning ICLR 2024 Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024