conftrace_

zero-shot classification

230 papers

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Also known as

ZS ZSC

Co-occurring keywords

vision-language model (2348) zero-shot learning (3650) contrastive learning (4032) multimodal learning (4645) text classification (6793) transfer learning (5449) representation learning (6206) large language model (13587) image classification (1944) vision language model (767)

Papers

ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish COLING 2022
ARGUABLY@SMM4H’22: Classification of Health Related Tweets using Ensemble, Zero-Shot and Fine-Tuned Language Model COLING 2022
Trading-Off Information Modalities in Zero-Shot Classification WACV 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification IJCNLP 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP SEMEVAL 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022
A Checkpoint on Multilingual Misogyny Identification ACL 2022
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models IJCNLP 2021
Issues with Entailment-based Zero-shot Text Classification ACL 2021
Issues with Entailment-based Zero-shot Text Classification IJCNLP 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ACL 2021
Language Models are Few-shot Multilingual Learners EMNLP 2021
Effective Few-Shot Classification with Transfer Learning COLING 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
Zero-shot Text Classification via Reinforced Self-training ACL 2020
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
Dataset Mention Extraction and Classification NAACL 2019
Gaze Embeddings for Zero-Shot Image Classification CVPR 2017