few-shot learning

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation IJCAI 2024 EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction NAACL 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024 Empowering Large Language Models for Textual Data Augmentation ACL 2024 Emu Edit: Precise Image Editing via Recognition and Generation Tasks CVPR 2024 Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity NeurIPS 2024 Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer ICML 2024 End-to-End Beam Retrieval for Multi-Hop Question Answering NAACL 2024 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024 Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024 Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods COLING 2024 Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models EMNLP 2024 Enhancing Instance-Level Image Classification with Set-Level Labels ICLR 2024 Enhancing Lexical Complexity Prediction through Few-shot Learning with Gpt-3 COLING 2024 Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024 Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition EMNLP 2024 Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting ICLR 2024 Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NeurIPS 2024 ESCAPE: Encoding Super-keypoints for Category-Agnostic Pose Estimation CVPR 2024 ESG-GPT:GPT4-Based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification COLING 2024 Evaluating ChatGPT’s Ability to Detect Hate Speech in Turkish Tweets EACL 2024 Evaluating Large Language Models via Linguistic Profiling EMNLP 2024 Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification EMNLP 2024