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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis INTERSPEECH 2022
Towards Open-Domain Topic Classification NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
Strong Heuristics for Named Entity Linking NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Semantically Informed Slang Interpretation NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
Zero-Shot Foreign Accent Conversion without a Native Reference INTERSPEECH 2022
MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for Everyone ICML 2022
Co-training Improves Prompt-based Learning for Large Language Models ICML 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
Creating New Voices using Normalizing Flows INTERSPEECH 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio INTERSPEECH 2022
Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022
Reinforcement Learning with Option Machines IJCAI 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022