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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches IJCNLP 2022
Zero-Shot Foreign Accent Conversion without a Native Reference INTERSPEECH 2022
Patching open-vocabulary models by interpolating weights NIPS 2022
Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 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
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio INTERSPEECH 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022
Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022
Compositional generalization through abstract representations in human and artificial neural networks NIPS 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization NIPS 2022
Retrieval-Augmented Diffusion Models NIPS 2022
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning SEMEVAL 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents ICML 2022
Not All Relations Are Equal: Mining Informative Labels for Scene Graph Generation CVPR 2022