Chengwei Qin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Event Extraction

Embedding Space

Top Venues

Publications

Wenhan Xia, Chengwei Qin, Elad Hazan
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning. CoRR (2024)
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)
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR (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)
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)
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)
Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. CoRR (2024)
Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi
Is a Large Language Model a Good Annotator for Event Extraction? AAAI (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)
Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. CoRR (2024)
Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. ACL (Findings) (2024)
Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, EngSiong Chng, Ruizhe Li
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. ACL (Findings) (2024)
Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. CoRR (2024)
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR (2023)
Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR (2023)
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. ACL (Findings) (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)
Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL (1) (2023)
Chengwei Qin, Chen Chen, Shafiq Joty
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. EMNLP (2023)
Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) (2023)
Chengwei Qin, Aston Zhang, Anirudh Dagar, Wenming Ye
In-Context Learning with Iterative Demonstration Selection. 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, Shafiq R. Joty, Qian Li, Ruochen Zhao
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR (2023)
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
Improving In-context Learning via Bidirectional Alignment. CoRR (2023)
Chengwei Qin, Chen Chen, Shafiq Joty
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. CoRR (2023)
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. ACL (1) (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)
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP (2023)
Chengwei Qin, Shafiq R. Joty
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. ACL (1) (2022)
Chengwei Qin, Shafiq R. Joty
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. ICLR (2022)
Chengwei Qin, Shafiq Joty
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. CoRR (2022)
Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li
Is GPT-3 a Good Data Annotator? CoRR (2022)
Chengwei Qin, Shafiq Joty
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. CoRR (2021)
Zhaogeng Li, Jun Bi, Yiran Zhang, Abdul Basit Dogar, Chengwei Qin
VMS: Traffic balancing based on virtual switches in datacenter networks. ICNP (2017)
Dejing Kong, Chengwei Qin, Yong He, Lirong Cui
Sensor-based calibrations to improve reliability of systems subject to multiple dependent competing failure processes. Reliab. Eng. Syst. Saf. 160 (2017)