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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022
Generalizing Morphological Inflection Systems to Unseen Lemmas NAACL 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation NIPS 2022
TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages EMNLP 2022
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems IJCAI 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data NAACL 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches SEMEVAL 2022
Learning Transferable Human-Object Interaction Detector With Natural Language Supervision CVPR 2022
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection CVPR 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022
Weak supervision for Question Type Detection with large language models INTERSPEECH 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022