few-shot learning

With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023 Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot Learning ACL 2023 X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023 XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023 “You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023 Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation EACL 2023 Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023 Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023 A Benchmark for Compositional Visual Reasoning NeurIPS 2022 A Benchmark for Neural Readability Assessment of Texts in Spanish EMNLP 2022 A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022 A Closer Look at Prototype Classifier for Few-shot Image Classification NeurIPS 2022 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Active Few-Shot Learning for Sound Event Detection Interspeech 2022 Active Learning Helps Pretrained Models Learn the Intended Task NeurIPS 2022 AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022 AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters ACL 2022 Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NeurIPS 2022 Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 AdaVocoder: Adaptive Vocoder for Custom Voice Interspeech 2022 AdBERT: An Effective Few Shot Learning Framework for Aligning Tweets to Superbowl Advertisements COLING 2022