
Fangyu Liu
Research Scientist @ Google DeepMind, USA
contrastive learning
bionlp
entity linking
metric learning
cross-lingual word embeddings
interpretability
knowledge base
language grounding
large language models
multilinguality
multimodality
representation learning
mutilingual nlp
bilingual lexicon induction
dictionary
18
presentations
63
number of views
SHORT BIO
I'm a scientist at DeepMind. My research focuses on self-supervised and grounded language learning.
Presentations

WinoDict: Probing language models for in-context word acquisition
Julian Eisenschlos and 3 other authors

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders
Ivan Vulić and 5 other authors

Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
Fangyu Liu and 3 other authors

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
Yixuan Su and 6 other authors

Fine-Grained Controllable Text Generation Using Non-Residual Prompting
Fredrik Carlsson and 5 other authors

Prix-LM: Pretraining for Multilingual Knowledge Base Construction
Wenxuan Zhou and 4 other authors

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
Zaiqiao Meng and 5 other authors

Integrating Transformers and Knowledge Graphs for Twitter Stance Detection
Thomas Clark and 5 other authors

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
Fangyu Liu and 3 other authors

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
Qianchu Liu and 4 other authors

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
Zaiqiao Meng and 4 other authors

Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu and 5 other authors

Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu and 5 other authors

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
Zaiqiao Meng and 4 other authors

Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu and 5 other authors

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
Fangyu Liu and 3 other authors