few-shot learning

An Automatic Prompt Generation System for Tabular Data Tasks NAACL 2024 An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning NeurIPS 2024 ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection ACL 2024 AnnoCTR: A Dataset for Detecting and Linking Entities, Tactics, and Techniques in Cyber Threat Reports COLING 2024 AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators NAACL 2024 AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model AAAI 2024 AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024 A Novel Three-stage Framework for Few-shot Named Entity Recognition COLING 2024 A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation NeurIPS 2024 AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024 Any-Way Meta Learning AAAI 2024 APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024 A Probabilistic Framework for Modular Continual Learning ICLR 2024 A Prompting Assignment for Exploring Pretrained LLMs ACL 2024 APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation CVPR 2024 Arabic Train at NADI 2024 shared task: LLMs’ Ability to Translate Arabic Dialects into Modern Standard Arabic ACL 2024 ARC: A Generalist Graph Anomaly Detector with In-Context Learning NeurIPS 2024 Are Human-generated Demonstrations Necessary for In-context Learning? ICLR 2024 A RelEntLess Benchmark for Modelling Graded Relations between Named Entities EACL 2024 Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024 AS-ES Learning: Towards efficient CoT learning in small models ACL 2024 A Simple Image Segmentation Framework via In-Context Examples NeurIPS 2024 Aspect-Based Sentiment Analysis for Open-Ended HR Survey Responses EACL 2024 Assessing Student Explanations with Large Language Models Using Fine-Tuning and Few-Shot Learning NAACL 2024 ASTRA: Automatic Schema Matching using Machine Translation EMNLP 2024