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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

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

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
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation ACL 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Life after BERT: What do Other Muppets Understand about Language? ACL 2022
Slot Filling for Biomedical Information Extraction ACL 2022
Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods ACL 2022
Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022