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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches NAACL 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022
Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features NAACL 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi NAACL 2022
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