Fangkai Jiao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Logical Reasoning

Multimodal Information

Top Venues

IEEE Trans. Image Process.

Publications

Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR (2024)
Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Exploring Self-supervised Logic-enhanced Training for Large Language Models. NAACL-HLT (2024)
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR (2024)
Mengzhao Jia, Zhihan Zhang, Wenhao Yu, Fangkai Jiao, Meng Jiang
Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training. CoRR (2024)
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. NAACL-HLT (2024)
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? CoRR (2024)
Fangkai Jiao, Bosheng Ding, Tianze Luo, Zhanfeng Mo
Panda LLM: Training Data and Evaluation for Open-Sourced Chinese Instruction-Following Large Language Models. CoRR (2023)
Yanyang Guo, Fangkai Jiao, Zhiqi Shen, Liqiang Nie, Mohan S. Kankanhalli
UNK-VQA: A Dataset and A Probe into Multi-modal Large Models' Abstention Ability. CoRR (2023)
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR (2023)
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, Ai Ti Aw, Nancy F. Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. CoRR (2023)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) (2023)
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
Improving In-context Learning via Bidirectional Alignment. CoRR (2023)
Fangkai Jiao, Yangyang Guo, Minlie Huang, Liqiang Nie
Enhanced Multi-Domain Dialogue State Tracker With Second-Order Slot Interactions. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty
Retrieving Multimodal Information for Augmented Generation: A Survey. CoRR (2023)
Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR (2023)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. ACL (Findings) (2022)
Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. CoRR (2022)
Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang
Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning. SIGIR (2022)
Liqiang Nie, Fangkai Jiao, Wenjie Wang, Yinglong Wang, Qi Tian
Conversational Image Search. IEEE Trans. Image Process. 30 (2021)
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. ACL/IJCNLP (Findings) (2021)
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. CoRR (2021)
Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction. CoRR (2020)
Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction. ACL (2020)