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2020 – today
- 2024
[c17]Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi:
Is a Large Language Model a Good Annotator for Event Extraction? AAAI 2024: 17772-17780- [c16]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: 48-61 - [c15]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: 666-679 - [c14]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: 1679-1705 - [c13]Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy Chen, Shafiq Joty:
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. EMNLP 2024: 334-350 - [c12]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. NAACL (Short Papers) 2024: 594-602 - [i23]Wenhan Xia, Chengwei Qin, Elad Hazan:
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning. CoRR abs/2401.04151 (2024) - [i22]Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty:
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR abs/2402.00658 (2024) - [i21]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 abs/2403.02990 (2024) - [i20]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 abs/2404.00699 (2024) - [i19]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR abs/2404.02507 (2024) - [i18]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 abs/2404.12728 (2024) - [i17]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 abs/2405.10025 (2024) - [i16]Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang:
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. CoRR abs/2405.10992 (2024) - [i15]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 abs/2405.14161 (2024) - [i14]Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai:
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. CoRR abs/2408.15903 (2024) - 2023
- [c11]Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) 2023: 5823-5840 - [c10]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: 11173-11195 - [c9]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: 11802-11832 - [c8]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: 14273-14287 - [c7]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: 15213-15232 - [c6]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023: 1339-1384 - [c5]Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty:
Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) 2023: 4736-4756 - [c4]Chengwei Qin, Chen Chen, Shafiq Joty:
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. EMNLP 2023: 6701-6714 - [i13]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR abs/2302.06476 (2023) - [i12]Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao:
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR abs/2302.08143 (2023) - [i11]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 abs/2303.10868 (2023) - [i10]Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR abs/2305.03268 (2023) - [i9]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 abs/2306.10563 (2023) - [i8]Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen:
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR abs/2308.03117 (2023) - [i7]Chengwei Qin, Aston Zhang, Anirudh Dagar, Wenming Ye:
In-Context Learning with Iterative Demonstration Selection. CoRR abs/2310.09881 (2023) - [i6]Chengwei Qin, Chen Chen, Shafiq Joty:
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. CoRR abs/2310.09886 (2023) - [i5]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 abs/2311.16989 (2023) - [i4]Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty:
Improving In-context Learning via Bidirectional Alignment. CoRR abs/2312.17055 (2023) - 2022
- [c3]Chengwei Qin, Shafiq R. Joty:
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. ACL (1) 2022: 2776-2789 - [c2]Chengwei Qin, Shafiq R. Joty:
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. ICLR 2022 - [i3]Chengwei Qin, Shafiq R. Joty:
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation. CoRR abs/2203.02135 (2022) - [i2]Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li:
Is GPT-3 a Good Data Annotator? CoRR abs/2212.10450 (2022) - 2021
- [i1]Chengwei Qin, Shafiq R. Joty:
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5. CoRR abs/2110.07298 (2021)
2010 – 2019
- 2017
- [j1]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: 101-113 (2017) - [c1]Zhaogeng Li, Jun Bi, Yiran Zhang, Abdul Basit Dogar, Chengwei Qin:
VMS: Traffic balancing based on virtual switches in datacenter networks. ICNP 2017: 1-10
Coauthor Index
aka: Shafiq Joty
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