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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

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

IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? COLING 2020
Towards Zero-Shot Learning for Automatic Phonemic Transcription AAAI 2020
Detecting Human-Object Interactions via Functional Generalization AAAI 2020
Query-Driven Multi-Instance Learning AAAI 2020
Deep Template Matching for Small-Footprint and Configurable Keyword Spotting INTERSPEECH 2020
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval WACV 2020
MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing COLING 2020
Exploring the zero-shot limit of FewRel COLING 2020
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack COLING 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020
Task-Aware Representation of Sentences for Generic Text Classification COLING 2020
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels COLING 2020
Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020
Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network AAAI 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation AAAI 2020
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games COLING 2020
Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language COLING 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition AACL 2020
Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL 2020
TrainX – Named Entity Linking with Active Sampling and Bi-Encoders COLING 2020
Zero-shot cross-lingual identification of direct speech using distant supervision COLING 2020
Machine-oriented NMT Adaptation for Zero-shot NLP tasks: Comparing the Usefulness of Close and Distant Languages COLING 2020
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NIPS 2020
Entity Linking in 100 Languages EMNLP 2020
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications CVPR 2020