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Fangkai Jiao
Fangkai Jiao
Nanyang Technological University, Institute for Infocomm Research (I2R) - A*STAR
Bestätigte E-Mail-Adresse bei e.ntu.edu.sg - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Retrieving multimodal information for augmented generation: A survey
R Zhao, H Chen, W Wang, F Jiao, XL Do, C Qin, B Ding, X Guo, M Li, X Li, ...
Findings of EMNLP 2023, 2023
602023
Personalized fashion compatibility modeling via metapath-guided heterogeneous graph learning
W Guan, F Jiao, X Song, H Wen, CH Yeh, X Chang
ACM SIGIR 2022, 482-491, 2022
532022
Chatgpt's one-year anniversary: are open-source large language models catching up?
H Chen, F Jiao, X Li, C Qin, M Ravaut, R Zhao, C Xiong, S Joty
arXiv preprint arXiv:2311.16989, 2023
482023
MERIt: meta-path guided contrastive learning for logical reasoning
F Jiao, Y Guo, X Song, L Nie
Findings of ACL 2022, 3496-3509, 2022
422022
Conversational image search
L Nie, F Jiao, W Wang, Y Wang, Q Tian
IEEE Transactions on Image Processing 30, 7732-7743, 2021
412021
A self-training method for machine reading comprehension with soft evidence extraction
Y Niu, F Jiao, M Zhou, T Yao, J Xu, M Huang
ACL 2020, 3916-3927, 2020
392020
SeaEval for multilingual foundation models: From cross-lingual alignment to cultural reasoning
B Wang, Z Liu, X Huang, F Jiao, Y Ding, AT Aw, NF Chen
NAACL 2024, 370-390, 2024
35*2024
How Much are Large Language Models Contaminated? A Comprehensive Survey and the LLMSanitize Library
M Ravaut, B Ding, F Jiao, H Chen, X Li, R Zhao, C Qin, C Xiong, S Joty
arXiv preprint arXiv:2404.00699, 2024
152024
Learning planning-based reasoning by trajectories collection and process reward synthesizing
F Jiao, C Qin, Z Liu, NF Chen, S Joty
EMNLP 2024 (Outstanding Paper Award), 334-350, 2024
132024
REPT: Bridging language models and machine reading comprehension via retrieval-based pre-training
F Jiao, Y Guo, Y Niu, F Ji, FL Li, L Nie
Findings of ACL-IJCNLP 2021, 150-163, 2021
132021
Exploring Self-supervised Logic-enhanced Training for Large Language Models
F Jiao, Z Teng, B Ding, Z Liu, N Chen, S Joty
NAACL 2024, 926-941, 2024
12*2024
Unk-vqa: A dataset and a probe into the abstention ability of multi-modal large models
Y Guo, F Jiao, Z Shen, L Nie, M Kankanhalli
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
11*2024
Panda llm: Training data and evaluation for open-sourced chinese instruction-following large language models
F Jiao, B Ding, T Luo, Z Mo
arXiv preprint arXiv:2305.03025 (Technical Report), 2023
9*2023
Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training
M Jia, Z Zhang, W Yu, F Jiao, M Jiang
arXiv preprint arXiv:2404.14604, 2024
62024
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions
F Jiao, Y Guo, M Huang, L Nie
IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 265-276, 2022
52022
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
C Qin, W Xia, T Wang, F Jiao, Y Hu, B Ding, R Chen, S Joty
arXiv preprint arXiv:2404.12728, 2024
32024
Improving in-context learning via bidirectional alignment
C Qin, W Xia, F Jiao, C Chen, Y Hu, B Ding, S Joty
arXiv preprint arXiv:2312.17055, 2023
32023
The vllm safety paradox: Dual ease in jailbreak attack and defense
Y Guo, F Jiao, L Nie, M Kankanhalli
arXiv preprint arXiv:2411.08410, 2024
22024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
X Li, W Xu, R Zhao, F Jiao, S Joty, L Bing
arXiv preprint arXiv:2410.01428, 2024
22024
Preference Optimization for Reasoning with Pseudo Feedback
F Jiao, G Guo, X Zhang, NF Chen, S Joty, F Wei
ICLR 2025, 2024
12024
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