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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction EMNLP 2022
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022
Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022
Data-Efficient Auto-Regressive Document Retrieval for Fact Verification EMNLP 2022
Weakly Supervised Context-based Interview Question Generation EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
Cross-lingual Inflection as a Data Augmentation Method for Parsing ACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022
xGQA: Cross-Lingual Visual Question Answering ACL 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation ACL 2022
DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022