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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

Linking People across Text and Images Based on Social Relation Reasoning AAAI 2023
Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2023
Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning AAAI 2023
Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs AAAI 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023
M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations AAAI 2023
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
The Curious Case of Absolute Position Embeddings EMNLP 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning EMNLP 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
Large language models are few-shot clinical information extractors EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora IJCNLP 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022
Learning from Multiple Noisy Partial Labelers AISTATS 2022
Evolutionary Variational Optimization of Generative Models JMLR 2022