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Fangyu Liu

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

20

presentations

42

number of views

SHORT BIO

I'm a PhD student at Cambridge and an intern at Google Zurich. My research focuses on self-supervised and grounded language learning.

Presentations

WinoDict: Probing language models for in-context word acquisition

Julian Martin 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

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