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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification INTERSPEECH 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
Towards User-Driven Neural Machine Translation ACL 2021
Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021
Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
Uncertainty-Aware Few-Shot Image Classification IJCAI 2021
Issues with Entailment-based Zero-shot Text Classification ACL 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Compositional Generalization via Semantic Tagging EMNLP 2021
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation EMNLP 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking AAAI 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective IJCAI 2021
Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Generalized Zero-Shot Learning via Disentangled Representation AAAI 2021