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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

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022
RuCCoN: Clinical Concept Normalization in Russian ACL 2022
CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 EMNLP 2022
Situated Dialogue Learning through Procedural Environment Generation ACL 2022
Open-Set Text Recognition via Character-Context Decoupling CVPR 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation EMNLP 2022
A Systematic Investigation of Commonsense Knowledge in Large Language Models EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022