Liu, Fangyu
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 551 citations
Computer Science · #Semantic Web and Ontologies
- PaliGemma: A versatile 3B VLM for transfer
2024/07/10 by Lucas Beyer, Beyer, Lucas, Andreas Steiner +72 · 1 voice · 170 citations
Engineering · #cs.CV #cs.AI #cs.CL #cs.LG
- Visual Spatial Reasoning
2022/04/30 by Fangyu Liu, Liu, Fangyu, Guy Emerson +3 · 46 citations
Computer Science · Psychology · #Multimodal Machine Learning Applications #Language, Metaphor, and Cognition #Categorization, perception, and language
- Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
2022/10/07 by Kenton Lee, Mandar Joshi, Lee, Kenton +17 · 38 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Advanced Image and Video Retrieval Techniques
- Self-Alignment Pretraining for Biomedical Entity Representations
2020/10/22 by Liu, Fangyu, Shareghi, Ehsan, Meng, Zaiqiao +2 · 22 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DePlot: One-shot visual language reasoning by plot-to-table translation
2022/12/20 by Fangyu Liu, Liu, Fangyu, Julian Martin Eisenschlos +17 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
- TweetNLP: Cutting-Edge Natural Language Processing for Social Media
2022/06/29 by José Camacho-Collados, Camacho-Collados, Jose, Kiamehr Rezaee +25 · 16 citations
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Natural Language Processing Techniques
- Visually Grounded Reasoning across Languages and Cultures
2021/09/28 by Fangyu Liu, Emanuele Bugliarello, Liu, Fangyu +9 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- Best Practices and Lessons Learned on Synthetic Data
2024/04/11 by Ruibo Liu, Jerry Wei, Liu, Ruibo +19 · 2 voices · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
2022/12/19 by Fangyu Liu, Francesco Piccinno, Liu, Fangyu +15 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Handwritten Text Recognition Techniques
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Rohan Anil, Gemini Team, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
2024/12/05 by Fredrik Carlsson, Fangyu Liu, Carlsson, Fredrik +7 · 5 voices · 1 citation
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL
- Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
2021/04/16 by Liu, Fangyu, Vulić, Ivan, Korhonen, Anna +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
2021/05/30 by Liu, Fangyu, Vulić, Ivan, Korhonen, Anna +1 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LUQ: Long-text Uncertainty Quantification for LLMs
2024/03/29 by Caiqi Zhang, Zhang, Caiqi, Fangyu Liu +5 · 10 citations
Computer Science · #Natural Language Processing Techniques
- The Amazon Nova Family of Models: Technical Report and Model Card
2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 18 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
- Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
2022/02/16 by Chen, Guanzheng, Liu, Fangyu, Meng, Zaiqiao +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Language Models Can See: Plugging Visual Controls in Text Generation
2022/05/05 by Su, Yixuan, Lan, Tian, Liu, Yahui +5 · 5 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
2020/11/01 by Jia-Hong Huang, Chao-Han Huck Yang, Huang, Jia-Hong +21 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Retinal Imaging and Analysis
- IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
2022/01/27 by Emanuele Bugliarello, Fangyu Liu, Bugliarello, Emanuele +11 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs
2024/03/19 by Victor Cărbune, Carbune, Victor, Hassan Mansoor +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- ReMI: A Dataset for Reasoning with Multiple Images
2024/06/13 by Mehran Kazemi, Kazemi, Mehran, Nishanth Dikkala +19 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- 3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks
2018/08/05 by Ye, Rongtian, Liu, Fangyu, Zhang, Liqiang · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- COMETA: A Corpus for Medical Entity Linking in the Social Media
2020/10/07 by Basaldella, Marco, Liu, Fangyu, Shareghi, Ehsan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Visual Pivoting for (Unsupervised) Entity Alignment
2020/09/28 by Liu, Fangyu, Chen, Muhao, Roth, Dan +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
2021/09/19 by Qianchu Liu, Liu, Qianchu, Fangyu Liu +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- WinoDict: Probing language models for in-context word acquisition
2022/09/25 by Julian Martin Eisenschlos, Eisenschlos, Julian Martin, Jeremy R. Cole +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
2022/09/26 by Fangyu Liu, Julian Martin Eisenschlos, Liu, Fangyu +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models
2023/08/31 by Huang, Yupan, Meng, Zaiqiao, Liu, Fangyu +3 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Prix-LM: Pretraining for Multilingual Knowledge Base Construction
2021/10/16 by Zhou, Wenxuan, Liu, Fangyu, Vulić, Ivan +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
2021/11/07 by Su, Yixuan, Liu, Fangyu, Meng, Zaiqiao +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
2021/10/15 by Zaiqiao Meng, Fangyu Liu, Meng, Zaiqiao +9 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
2021/09/10 by Meng, Zaiqiao, Liu, Fangyu, Clark, Thomas Hikaru +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Faithful Chart Summarization with ChaTS-Pi
2024/05/29 by Syrine Krichene, Francesco Piccinno, Krichene, Syrine +5 · 1 citation
Computer Science · Decision Sciences · #Natural Language Processing Techniques #Data Quality and Management #Advanced Text Analysis Techniques