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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

Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021
Towards User-Driven Neural Machine Translation ACL 2021
Two-Pathway Style Embedding for Arbitrary Voice Conversion INTERSPEECH 2021
Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis INTERSPEECH 2021
Known unknowns: Learning novel concepts using reasoning-by-elimination UAI 2021
UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations ACL 2021
Zero-Shot Federated Learning with New Classes for Audio Classification INTERSPEECH 2021
pRSL: Interpretable multi-label stacking by learning probabilistic rules UAI 2021
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings WACV 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation IJCNLP 2021
Zero-shot Fact Verification by Claim Generation IJCNLP 2021
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives IJCNLP 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition IJCNLP 2021
Comprehension Based Question Answering using Bloom’s Taxonomy IJCNLP 2021
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments RSS 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning EACL 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions EACL 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling NAACL 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report IJCNLP 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021
The Gutenberg Dialogue Dataset EACL 2021