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
Zaiqiao MengLecturer (Assistant Professor) at University of GlasgowVerified email at cam.ac.uk
Julian Martin EisenschlosNLP Researcher, Google DeepMindVerified email at google.com
Ivan VulićPrincipal Research Associate, University of Cambridge & PolyAIVerified email at cam.ac.uk
Anna KorhonenProfessor, Artificial Intelligence, University of CambridgeVerified email at cam.ac.uk
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
Mandar JoshiGoogle AIVerified email at google.com
Kenton LeeGoogle DeepMindVerified email at google.com
Rongtian YePhD student, Aalto UniversityVerified email at aalto.fi
Marco BasaldellaAmazonVerified email at amazon.co.uk
Yixuan SuResearch Scientist@CohereVerified email at cohere.com
Edoardo M. PontiUniversity of Edinburgh / NVIDIAVerified email at ed.ac.uk
Francesco PiccinnoGoogle DeepMindVerified email at google.com
Syrine KricheneGoogleVerified email at google.com
Wenxuan ZhouZoomVerified email at zoom.us
Yasemin AltunGoogle ResearchVerified email at google.com
Emanuele BugliarelloResearch Scientist, Google DeepMindVerified email at google.com
Desmond ElliottAssociate Professor, University of CopenhagenVerified email at di.ku.dk
Siva ReddyAssistant Professor, Computer Science and Linguistics, McGill University, MilaVerified email at cs.mcgill.ca

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, Y Wu, JB Alayrac, J Yu, R Soricut, ... arXiv preprint arXiv:2312.11805, 2023	1490	2023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ... arXiv preprint arXiv:2403.05530, 2024	358	2024
Self-Alignment Pretraining for Biomedical Entity Representations F Liu, E Shareghi, Z Meng, M Basaldella, N Collier NAACL 2021, 2021	300	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	183	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	149	2017
Visual Spatial Reasoning F Liu, G Emerson, N Collier TACL, 2023	137	2023
Visually Grounded Reasoning across Languages and Cultures F Liu, E Bugliarello, EM Ponti, S Reddy, N Collier, D Elliott EMNLP 2021, 2021	135	2021
Visual Pivoting for (Unsupervised) Entity Alignment F Liu, M Chen, D Roth, N Collier AAAI 2021, 2021	122	2021
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	110	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	96	2022
COMETA: A Corpus for Medical Entity Linking in the Social Media M Basaldella, F Liu, E Shareghi, N Collier EMNLP 2020, 2020	94	2020
Contrastive Out-of-Distribution Detection for Pretrained Transformers W Zhou, F Liu, M Chen EMNLP 2021, 2021	92	2021
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	86	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	80	2018
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? G Chen, F Liu, Z Meng, S Liang EMNLP 2022, 2022	74	2022
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	65	2023
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	61	2023
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking F Liu, I Vulic, A Korhonen, N Collier ACL-IJCNLP 2021, 2021	58	2021
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks R Ye, F Liu, L Zhang Lecture Notes in Computer Science: Advances in Artificial Intelligence 11489 …, 2019	55	2019
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages E Bugliarello, F Liu, J Pfeiffer, S Reddy, D Elliott, EM Ponti, I Vulić ICML 2022, 2022	54	2022

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