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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction NAACL 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches NAACL 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022
Trading-Off Information Modalities in Zero-Shot Classification WACV 2022
Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval COLING 2022
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NIPS 2022
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022
Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
Cross-Lingual Transfer Learning Approach to Phoneme Error Detection via Latent Phonetic Representation INTERSPEECH 2022
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi NAACL 2022
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR INTERSPEECH 2022
Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments NAACL 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
LiT: Zero-Shot Transfer With Locked-Image Text Tuning CVPR 2022
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases EMNLP 2022
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling INTERSPEECH 2022
UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification COLING 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022
ARGUABLY@SMM4H’22: Classification of Health Related Tweets using Ensemble, Zero-Shot and Fine-Tuned Language Model COLING 2022