Jingfei Du
16 papers · 2019–2023 · 4 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (39) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π₯ Mega-Team Β· Squad
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Dynamic Duo
(11)
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π₯
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Research topics
Artificial Intelligence
(10)
Natural Language Processing
(10)
Machine Learning
(9)
Core AI
(9)
Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Resources & Methods
(7)
Learning Types Β· Deep Learning
(5)
Generation
(4)
Application Areas
(3)
Architectures
(3)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Keywords
few-shot learning
(5)
pre-trained language model
(4)
cross-lingual transfer
(2)
self-supervised learning
(2)
multilingual language model
(2)
language model
(2)
zero-shot learning
(2)
text infilling
(2)
knowledge distillation
(2)
speech-to-speech translation
(2)
transfer learning
(1)
data augmentation
(1)
in-context learning
(1)
natural language inference
(1)
contrastive learning
(1)
machine translation
(1)
masked language model
(1)
semi-supervised learning
(1)
named entity recognition
(1)
multilingual translation
(1)
Papers
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality
EMNLP 2023
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations
ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language
ACL 2023
Efficient Large Scale Language Modeling with Mixtures of Experts
EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models
EMNLP 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
On the Role of Bidirectionality in Language Model Pre-Training
EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
EMNLP 2022
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling
ACL 2021
Self-training Improves Pre-training for Natural Language Understanding
NAACL 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
ICLR 2021
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference
EMNLP 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model
ICLR 2020
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art
EMNLP 2020
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition
NAACL 2019