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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

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
Zero-shot Disfluency Detection for Indian Languages COLING 2022
Zero-shot Script Parsing COLING 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022
Rule Based Event Extraction for Artificial Social Intelligence COLING 2022
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models COLING 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022
Leveraging Non-dialogue Summaries for Dialogue Summarization COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022