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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Revisiting Document Representations for Large-Scale Zero-Shot Learning NAACL 2021
Light Field Super-Resolution With Zero-Shot Learning CVPR 2021
Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model CVPR 2021
Open-Vocabulary Object Detection Using Captions CVPR 2021
Zero-Shot Instance Segmentation CVPR 2021
Natural Adversarial Examples CVPR 2021
Cold Start Problem For Automated Live Video Comments NAACL 2021
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction EMNLP 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models EMNLP 2021
Findings of the WMT 2021 Shared Task on Quality Estimation EMNLP 2021
Maastricht University’s Large-Scale Multilingual Machine Translation System for WMT 2021 EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems EMNLP 2021
Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog Systems EMNLP 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021
Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Learning Bounds for Open-Set Learning ICML 2021
Explore Visual Concept Formation for Image Classification ICML 2021
The UMD Submission to the Explainable MT Quality Estimation Shared Task: Combining Explanation Models with Sequence Labeling EMNLP 2021