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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning EMNLP 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022
An Error-Guided Correction Model for Chinese Spelling Error Correction EMNLP 2022
SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022
Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models NIPS 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection SEMEVAL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SEMEVAL 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds NIPS 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NIPS 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues CVPR 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NIPS 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Visual Prompting via Image Inpainting NIPS 2022
Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022