few-shot learning

A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024 A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024 A Corpus and Method for Chinese Named Entity Recognition in Manufacturing COLING 2024 Action Imitation in Common Action Space for Customized Action Image Synthesis NeurIPS 2024 Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024 Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning EMNLP 2024 Adaptive Manifold for Imbalanced Transductive Few-Shot Learning WACV 2024 Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024 A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning IJCAI 2024 Adversarial Learning for Multi-Lingual Entity Linking ACL 2024 Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024 AED: Adaptable Error Detection for Few-shot Imitation Policy NeurIPS 2024 AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis AAAI 2024 A Few-Shot Multi-Accented Speech Classification for Indian Languages using Transformers and LLM’s Fine-Tuning Approaches EACL 2024 A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 Aggregation and Purification: Dual Enhancement Network for Point Cloud Few-shot Segmentation IJCAI 2024 Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024 Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ACL 2024 A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024 AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning CVPR 2024 AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 Analyzing Context Contributions in LLM-based Machine Translation EMNLP 2024 An Annotated Dataset for Transformer-based Scholarly Information Extraction and Linguistic Linked Data Generation COLING 2024