few-shot learning

Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses EMNLP 2024 OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition CVPR 2024 Overthinking the Truth: Understanding how Language Models Process False Demonstrations ICLR 2024 Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction IJCAI 2024 PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024 PALM: Few-Shot Prompt Learning for Audio Language Models EMNLP 2024 Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024 PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024 Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models AAAI 2024 Personalized LoRA for Human-Centered Text Understanding AAAI 2024 Personalized Video Comment Generation EMNLP 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NeurIPS 2024 Pirates at ArabicNLU2024: Enhancing Arabic Word Sense Disambiguation using Transformer-Based Approaches ACL 2024 PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition AAAI 2024 PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024 Point Segment and Count: A Generalized Framework for Object Counting CVPR 2024 PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models IJCAI 2024 PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 POSIX: A Prompt Sensitivity Index For Large Language Models EMNLP 2024 Post-Correction of Historical Text Transcripts with Large Language Models: An Exploratory Study EACL 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine AAAI 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024