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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

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

Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
Efficient Tactile Simulation with Differentiability for Robotic Manipulation CORL 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes NIPS 2022
Learning Modular Simulations for Homogeneous Systems NIPS 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues CVPR 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022
Delving into Out-of-Distribution Detection with Vision-Language Representations NIPS 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis NIPS 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NIPS 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NIPS 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
GLIPv2: Unifying Localization and Vision-Language Understanding NIPS 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
Cross-lingual Inflection as a Data Augmentation Method for Parsing ACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models CORL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022
xGQA: Cross-Lingual Visual Question Answering ACL 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation ACL 2022