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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

Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 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
Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation EMNLP 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021
Models and Datasets for Cross-Lingual Summarisation EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning IJCNLP 2021
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning CORL 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation CORL 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021
Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021
Multilingual Protest News Detection - Shared Task 1, CASE 2021 IJCNLP 2021
Probing Multilingual Language Models for Discourse IJCNLP 2021