Jingfei Du
17 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
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EMNLP (7)
ACL (3)
ICLR (3)
NAACL (3)
IJCNLP (1)
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Keywords
few-shot learning
(4)
pretrained language model
(2)
speech-to-speech translation
(2)
text infilling
(2)
masked language modeling
(2)
cross-lingual transfer
(2)
parameter scaling
(2)
multilingual language model
(2)
cross-lingual understanding
(2)
knowledge distillation
(2)
self-supervised learning
(2)
in-context learning
(1)
transfer learning
(1)
data augmentation
(1)
natural language inference
(1)
contrastive learning
(1)
machine translation
(1)
parallel corpus
(1)
semi-supervised learning
(1)
masked language model
(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
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
Few-shot Learning with Multilingual Generative Language Models
EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
EMNLP 2022
Efficient Large Scale Language Modeling with Mixtures of Experts
EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training
EMNLP 2022
Self-training Improves Pre-training for Natural Language Understanding
NAACL 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
ICLR 2021
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling
IJCNLP 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling
ACL 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