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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering AAAI 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021
SIGN: Spatial-Information Incorporated Generative Network for Generalized Zero-Shot Semantic Segmentation ICCV 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ICCV 2021
Hierarchical Phone Recognition with Compositional Phonetics INTERSPEECH 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings SEMEVAL 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
Recognizing Actions in Videos From Unseen Viewpoints CVPR 2021
UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings ACL 2021
Grounded Adaptation for Zero-shot Executable Semantic Parsing EMNLP 2020
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation EMNLP 2020
Enabling Interactive Transcription in an Indigenous Community COLING 2020
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention CVPR 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution CVPR 2020
Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language COLING 2020
Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games COLING 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020