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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

Context-Aware Abbreviation Expansion Using Large Language Models NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation NAACL 2022
Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments NAACL 2022
Building an Event Extractor with Only a Few Examples NAACL 2022
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches NAACL 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning COLING 2022
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning NAACL 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions NAACL 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing NAACL 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022
Disentangled Action Recognition with Knowledge Bases NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis INTERSPEECH 2022
Towards Open-Domain Topic Classification NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
Strong Heuristics for Named Entity Linking NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Semantically Informed Slang Interpretation NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022