Bosheng Ding

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Dialogue System

Analogical Reasoning

Multimodal Information

Top Venues

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)
Fang Liu, Bosheng Ding, Chong Guan, Zhang Wei, Dusit Niyato, Justina Tan
Demystify Adult Learning: A Social Network and Large Language Model Assisted Approach. CoRR (2024)
Bosheng Ding, Ruiheng Zhang, Lixin Xu, Guanyu Liu, Shuo Yang, Yumeng Liu, Qi Zhang
Net: Unsupervised Unified Image Dehazing and Denoising Network for Single Hazy Image Enhancement. IEEE Trans. Multim. 26 (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)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR (2024)
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR (2024)
Priyanka Gupta, Bosheng Ding, Chong Guan, Ding Ding
Generative AI: A systematic review using topic modelling techniques. Data Inf. Manag. 8 (2) (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)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) (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)
Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing
Is GPT-3 a Good Data Annotator? ACL (1) (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)
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)
Ruochen Zhao, Xingxuan Li, Yew Ken Chia, Bosheng Ding, Lidong Bing
Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines. CoRR (2023)
Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR (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)
Bosheng Ding, Huimin Chen, Lixin Xu, Ruiheng Zhang
Restoration of Single Sand-Dust Image Based on Style Transformation and Unsupervised Adversarial Learning. IEEE Access 10 (2022)
Bosheng Ding, Junjie Hu, Lidong Bing, Mahani Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. ACL (1) (2022)
Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li
Is GPT-3 a Good Data Annotator? CoRR (2022)
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. CoRR (2021)
Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. ACL/IJCNLP (1) (2021)
Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. ACL/IJCNLP (1) (2021)
Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. CoRR (2021)
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao
DAGA: Data Augmentation with a Generation Approach forLow-resource Tagging Tasks. EMNLP (1) (2020)
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq R. Joty, Luo Si, Chunyan Miao
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks. CoRR (2020)