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Fuxiao Liu
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Cited by
Year
Mitigating hallucination in large multi-modal models via robust instruction tuning
F Liu, K Lin, L Li, J Wang, Y Yacoob, L Wang
ICLR 2024, 2023
166*2023
Visual news: Benchmark and challenges in news image captioning
F Liu, Y Wang, T Wang, V Ordonez
EMNLP 2021, 2021
98*2021
Hallusionbench: You see what you think? or you think what you see? an image-context reasoning benchmark challenging for gpt-4v (ision), llava-1.5, and other multi-modality models
F Liu*, T Guan*, X Wu, R Xian, Z Li, X Wang, X Liu, Y Yacoob, D Manocha, ...
CVPR 2024, 2023
90*2023
MMC: Advancing multimodal chart understanding with large-scale instruction tuning
F Liu, X Wang, W Yao, J Chen, K Song, S Cho, Y Yacoob, D Yu
NAACL 2024, 2024
322024
COVID-VTS: Fact Extraction and Verification on Short Video Platforms
F Liu, Y Yacoob, A Shrivastava
EACL 2023, 2023
252023
Towards understanding in-context learning with contrastive demonstrations and saliency maps
F Liu*, P Xu*, Z Li*
arXiv preprint arXiv:2307.05052, 2023
212023
DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents
F Liu, H Tan, C Tensmeyer
ICPRAI 2024, 2023
202023
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
X Wang, Y Zhou, X Liu, H Lu, Y Xu, F He, J Yoon, T Lu, G Bertasius, F Liu, ...
ACL 2024, 2024
132024
Large language models and causal inference in collaboration: A comprehensive survey
X Liu, P Xu, J Wu, J Yuan, Y Yang, Y Zhou, F Liu, T Guan, H Wang, T Yu, ...
arXiv preprint arXiv:2403.09606, 2024
92024
On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities
X Wu, R Xian, T Guan, J Liang, S Chakraborty, F Liu, B Sadler, ...
CVPR 2024 Workshop on Vision and Language for Autonomous Driving and Robotics, 2024
32024
Mosaic IT: Enhancing Instruction Tuning with Data Mosaics
M Li, P Chen, C Wang, H Zhao, Y Liang, Y Hou, F Liu, T Zhou
arXiv preprint arXiv:2405.13326, 2024
12024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and Beyond
H Fei, Y Yao, Z Zhang, F Liu, A Zhang, T Chua
LREC-COLING 2024, 2024
2024
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