← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations EMNLP 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale EMNLP 2020
Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020
ZSTAD: Zero-Shot Temporal Activity Detection CVPR 2020
Consistent Structural Relation Learning for Zero-Shot Segmentation NIPS 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020
The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT EMNLP 2020
The Multilingual Amazon Reviews Corpus EMNLP 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020
Attribute Prototype Network for Zero-Shot Learning NIPS 2020
Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language SEMEVAL 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020
Event Extraction as Machine Reading Comprehension EMNLP 2020
Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning NIPS 2020
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention CVPR 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion EMNLP 2020
Learning from Task Descriptions EMNLP 2020
A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP 2020
Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora EMNLP 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses NIPS 2020
Normalization of Long-tail Adverse Drug Reactions in Social Media EMNLP 2020