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Zero-Shot Learning

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Papers

Intra-agent speech permits zero-shot task acquisition NIPS 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer NIPS 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction NAACL 2021
K-level Reasoning for Zero-Shot Coordination in Hanabi NIPS 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021
Independent Prototype Propagation for Zero-Shot Compositionality NIPS 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning NIPS 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021
Kernel Methods in Hyperbolic Spaces ICCV 2021
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs CONLL 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 ACL 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages ACL 2021
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021
Zero-Shot Federated Learning with New Classes for Audio Classification INTERSPEECH 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021
Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation IJCNLP 2021