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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021
Evaluating morphological typology in zero-shot cross-lingual transfer ACL 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation ACL 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation CORL 2021
Monocular Depth Estimation via Listwise Ranking Using the Plackett-Luce Model CVPR 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning CVPR 2021
Affordance Transfer Learning for Human-Object Interaction Detection CVPR 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA EMNLP 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs MLHC 2021
Exemplar-Based Open-Set Panoptic Segmentation Network CVPR 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021
Zero-Shot Recognition via Optimal Transport WACV 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP 2021
Few-Shot Table-to-Text Generation with Prototype Memory EMNLP 2021
Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 EMNLP 2021
Is Everything in Order? A Simple Way to Order Sentences EMNLP 2021
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021
Model Selection for Cross-lingual Transfer EMNLP 2021
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021
Models and Datasets for Cross-Lingual Summarisation EMNLP 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021