few-shot learning

Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding ACL 2023 A Framework for Vision-Language Warm-up Tasks in Multimodal Dialogue Models EMNLP 2023 Aggregating Bilateral Attention for Few-Shot Instance Localization WACV 2023 A Language-First Approach for Procedure Planning ACL 2023 A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition ICCV 2023 ALERT: Adapt Language Models to Reasoning Tasks ACL 2023 Alignment with human representations supports robust few-shot learning NeurIPS 2023 “A Little is Enough”: Few-Shot Quality Estimation based Corpus Filtering improves Machine Translation ACL 2023 Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023 Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023 AmadeusGPT: a natural language interface for interactive animal behavioral analysis NeurIPS 2023 A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics ICLR 2023 Analogy-Forming Transformers for Few-Shot 3D Parsing ICLR 2023 Analyzing Text Representations by Measuring Task Alignment ACL 2023 Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023 A New Dataset and Empirical Study for Sentence Simplification in Chinese ACL 2023 A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023 APoLLo : Unified Adapter and Prompt Learning for Vision Language Models EMNLP 2023 APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023 ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications EMNLP 2023 AraDetector at ArAIEval Shared Task: An Ensemble of Arabic-specific pre-trained BERT and GPT-4 for Arabic Disinformation Detection EMNLP 2023 AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing ACL 2023 Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023 Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning EMNLP 2023 Argument Detection in Student Essays under Resource Constraints EMNLP 2023