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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection SEMEVAL 2022
Open Vocabulary Extreme Classification Using Generative Models ACL 2022
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? ICML 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
Scaling ASR Improves Zero and Few Shot Learning INTERSPEECH 2022
Automatic Classification of Legal Violations in Cookie Banner Texts EMNLP 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022
Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora COLING 2022
ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish COLING 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NIPS 2022
Learning to Retrieve Passages without Supervision NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation AAAI 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation COLING 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NIPS 2022