A curated list of zero-shot learning in NLP. :-)

Please feel free to send me pull requests or email ([email protected]) to add links.

• Papers
  • Survey
  • Research Paper

Year	Venue	Title
2019	EMNLP	Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
2019	NAACL	Integrating Semantic Knowledge to Tackle Zero-shot Text Classification
2020	ACL	Zero-shot Text Classification via Reinforced Self-training
2020	EMNLP	Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering
2020	EMNLP	SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search
2020	EMNLP	ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization
2021	ACL	Issues with Entailment-based Zero-shot Text Classification
2021	ACL	Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection
2021	ACL	Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
2021	ACL	Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers
2021	NAACL	ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning
2021	NAACL	Adversarial Learning for Zero-Shot Stance Detection on Social Media
2021	EACL	Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification

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