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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

Multilingual Jointly Trained Acoustic and Written Word Embeddings INTERSPEECH 2020
Event Extraction by Answering (Almost) Natural Questions EMNLP 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction EMNLP 2020
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020
Learning to Classify Events from Human Needs Category Descriptions EMNLP 2020
Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP 2020
Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition ACL 2020
Learning Mutational Semantics NIPS 2020
Consistent Structural Relation Learning for Zero-Shot Segmentation NIPS 2020
Attribute Prototype Network for Zero-Shot Learning NIPS 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020
Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language SEMEVAL 2020
The Tatoeba Translation Challenge – Realistic Data Sets for Low Resource and Multilingual MT EMNLP 2020
Extending Multilingual BERT to Low-Resource Languages EMNLP 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020
Generationary or “How We Went beyond Word Sense Inventories and Learned to Gloss” EMNLP 2020
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool EMNLP 2020
The Multilingual Amazon Reviews Corpus EMNLP 2020
Neural Blind Deconvolution Using Deep Priors CVPR 2020
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition CVPR 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding EMNLP 2020
Reading the Manual: Event Extraction as Definition Comprehension EMNLP 2020