few-shot learning

Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification NAACL 2024 Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples CVPR 2024 Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024 BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks EMNLP 2024 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation CVPR 2024 Boosting Few-Shot Learning via Attentive Feature Regularization AAAI 2024 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024 Boosting Vision-Language Models with Transduction NeurIPS 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 Bridge the Points: Graph-based Few-shot Segment Anything Semantically NeurIPS 2024 Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024 Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA EACL 2024 BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL 2024 BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024 CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NeurIPS 2024 Calibrating LLM-Based Evaluator COLING 2024 CALVIN: Improved Contextual Video Captioning via Instruction Tuning NeurIPS 2024 Can GPT4 Detect Euphemisms across Multiple Languages? NAACL 2024 CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation AAAI 2024 Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024 Challenges in End-to-End Policy Extraction from Climate Action Plans ACL 2024 Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024 Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction EACL 2024 Chinese UMR annotation: Can LLMs help? COLING 2024 C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024