Fangyu Liu

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Nigel CollierProfessor of Natural Language Processing, University of CambridgeVerified email at cam.ac.uk
Ehsan ShareghiAssistant Professor, Monash UniversityVerified email at monash.edu
Julian Martin EisenschlosNLP Researcher, Google DeepMindVerified email at google.com
Zaiqiao MengLecturer (Assistant Professor) at University of GlasgowVerified email at cam.ac.uk
Ivan VulićGoogle DeepMind & University of CambridgeVerified email at cam.ac.uk
Mandar JoshiGoogle AIVerified email at google.com
Anna KorhonenProfessor, Artificial Intelligence, University of CambridgeVerified email at cam.ac.uk
Kenton LeeGoogle DeepMindVerified email at google.com
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
Francesco PiccinnoGoogle DeepMindVerified email at google.com
Syrine KricheneGoogleVerified email at google.com
Marco BasaldellaAmazonVerified email at amazon.co.uk
Yixuan SuResearch Scientist@CohereVerified email at cohere.com
Rongtian YePhD student, Aalto UniversityVerified email at aalto.fi
Yasemin AltunGoogle ResearchVerified email at google.com
Edoardo M. PontiUniversity of Edinburgh / NVIDIAVerified email at ed.ac.uk
Wenxuan ZhouUniversity of Southern CaliforniaVerified email at usc.edu
Emanuele BugliarelloResearch Scientist, Google DeepMindVerified email at google.com
Chenxi PangResearch Software Engineer, Google DeepMindVerified email at google.com
Desmond ElliottAssociate Professor, University of CopenhagenVerified email at di.ku.dk

Fangyu Liu

Research Scientist, Google DeepMind

Verified email at google.com - Homepage

Large Language Models NLP Computer Vision Multimodal Deep Learning


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Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ... arXiv preprint arXiv:2312.11805, 2023	2510	2023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ... arXiv preprint arXiv:2403.05530, 2024	989	2024
Self-Alignment Pretraining for Biomedical Entity Representations F Liu, E Shareghi, Z Meng, M Basaldella, N Collier NAACL 2021, 2021	346	2021
Pix2Struct: Screenshot parsing as pretraining for visual language understanding K Lee, M Joshi, I Turc, H Hu, F Liu, J Eisenschlos, U Khandelwal, P Shaw, ... ICML 2023, 2023	259	2023
Visual Spatial Reasoning F Liu, G Emerson, N Collier TACL, 2023	185	2023
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds F Liu, S Li, L Zhang, C Zhou, R Ye, Y Wang, J Lu ICCV 2017, 2017	163	2017
Visually Grounded Reasoning across Languages and Cultures F Liu, E Bugliarello, EM Ponti, S Reddy, N Collier, D Elliott EMNLP 2021, 2021	160	2021
Visual Pivoting for (Unsupervised) Entity Alignment F Liu, M Chen, D Roth, N Collier AAAI 2021, 2021	141	2021
TweetNLP: Cutting-Edge Natural Language Processing for Social Media J Camacho-Collados, K Rezaee, T Riahi, A Ushio, D Loureiro, D Antypas, ... EMNLP 2022 (demo track), 2022	129	2022
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders F Liu, I Vulić, A Korhonen, N Collier EMNLP 2021, 2021	122	2021
Paligemma: A versatile 3b vlm for transfer L Beyer, A Steiner, AS Pinto, A Kolesnikov, X Wang, D Salz, M Neumann, ... arXiv preprint arXiv:2407.07726, 2024	119	2024
COMETA: A Corpus for Medical Entity Linking in the Social Media M Basaldella, F Liu, E Shareghi, N Collier EMNLP 2020, 2020	101	2020
Language models can see: Plugging visual controls in text generation Y Su, T Lan, Y Liu, F Liu, D Yogatama, Y Wang, L Kong, N Collier arXiv preprint arXiv:2205.02655, 2022	100	2022
Contrastive Out-of-Distribution Detection for Pretrained Transformers W Zhou, F Liu, M Chen EMNLP 2021, 2021	100	2021
DePlot: One-shot visual language reasoning by plot-to-table translation F Liu, JM Eisenschlos, F Piccinno, S Krichene, C Pang, K Lee, M Joshi, ... ACL-Findings 2023, 2023	90	2023
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? G Chen, F Liu, Z Meng, S Liang EMNLP 2022, 2022	87	2022
Large-scale urban point cloud labeling and reconstruction L Zhang, Z Li, A Li, F Liu ISPRS Journal of Photogrammetry and Remote Sensing 138, 86-100, 2018	84	2018
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering F Liu, F Piccinno, S Krichene, C Pang, K Lee, M Joshi, Y Altun, N Collier, ... ACL 2023, 2023	78	2023
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation JH Huang, CHH Yang, F Liu, M Tian, YC Liu, TW Wu, I Lin, K Wang, ... WACV 2021, 2021	65	2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking F Liu, I Vulic, A Korhonen, N Collier ACL-IJCNLP 2021, 2021	64	2021

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