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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

An Image is Worth More Than a Thousand Words: Towards Disentanglement in The Wild NIPS 2021
Multilingual Protest News Detection - Shared Task 1, CASE 2021 ACL 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding EMNLP 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021
Environment Generation for Zero-Shot Compositional Reinforcement Learning NIPS 2021
Learning To Better Segment Objects From Unseen Classes With Unlabeled Videos ICCV 2021
Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021
Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias CVPR 2021
Rectification-Based Knowledge Retention for Continual Learning CVPR 2021
Independent Prototype Propagation for Zero-Shot Compositionality NIPS 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NIPS 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning NIPS 2021
Comprehension Based Question Answering using Bloom’s Taxonomy ACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models NIPS 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings ACL 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021