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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Learning to Classify Events from Human Needs Category Descriptions EMNLP 2020
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset AAAI 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL 2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL 2020
Machine-oriented NMT Adaptation for Zero-shot NLP tasks: Comparing the Usefulness of Close and Distant Languages COLING 2020
Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks EMNLP 2020
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search EMNLP 2020
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NIPS 2019
Deep Tree Learning for Zero-Shot Face Anti-Spoofing CVPR 2019
Dual Encoding for Zero-Example Video Retrieval CVPR 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019
Zero-Shot Semantic Parsing for Instructions ACL 2019
Dual-View Ranking with Hardness Assessment for Zero-Shot Learning AAAI 2019
QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships AAAI 2019
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval CVPR 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning CVPR 2019
Attentive Region Embedding Network for Zero-Shot Learning CVPR 2019
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs AAAI 2019
Zero-Shot Semantic Segmentation NIPS 2019
Progressive Ensemble Networks for Zero-Shot Recognition CVPR 2019
Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification CVPR 2019
From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019
Referring Expression Generation Using Entity Profiles IJCNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification IJCNLP 2019