Chengwei Qin

According to our database, Chengwei Qin authored at least 32 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs.

Hailin Chen, Fangkai Jiao, Mathieu Ravaut, Nawshad Farruque, Xuan-Phi Nguyen, Chengwei Qin, Manan Dey, Bosheng Ding, Caiming Xiong, Shafiq Joty, Yingbo Zhou

CoRR, 2024

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models.

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang

CoRR, 2024

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models.

Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li

CoRR, 2024

Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?

Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty

CoRR, 2024

How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library.

Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty

CoRR, 2024

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.

Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty

CoRR, 2024

Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning.

Wenhan Xia, Chengwei Qin, Elad Hazan

CoRR, 2024

Lifelong Event Detection with Embedding Space Separation and Compaction.

Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

In-Context Learning with Iterative Demonstration Selection.

Chengwei Qin, Aston Zhang, Chen Chen, Anirudh Dagar, Wenming Ye

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.

Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy Chen, Shafiq Joty

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments.

Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models.

Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, EngSiong Chng, Ruizhe Li

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.

Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System.

Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Is a Large Language Model a Good Annotator for Event Extraction?

Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improving In-context Learning via Bidirectional Alignment.

Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty

CoRR, 2023

ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?

Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty

CoRR, 2023

In-Context Learning with Iterative Demonstration Selection.

Chengwei Qin, Aston Zhang, Anirudh Dagar, Wenming Ye

CoRR, 2023

PromptSum: Parameter-Efficient Controllable Abstractive Summarization.

Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen

CoRR, 2023

Retrieving Multimodal Information for Augmented Generation: A Survey.

Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation.

Chengwei Qin, Chen Chen, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding.

Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition.

Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Lidong Bing, Shafiq R. Joty, Boyang Li

CoRR, 2022

LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5.

Chengwei Qin, Shafiq R. Joty

Proceedings of the Tenth International Conference on Learning Representations, 2022

Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation.

Chengwei Qin, Shafiq R. Joty

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2017

Sensor-based calibrations to improve reliability of systems subject to multiple dependent competing failure processes.

Dejing Kong, Chengwei Qin, Yong He, Lirong Cui

Reliab. Eng. Syst. Saf., 2017

VMS: Traffic balancing based on virtual switches in datacenter networks.

Zhaogeng Li, Jun Bi, Yiran Zhang, Abdul Basit Dogar, Chengwei Qin

Proceedings of the 25th IEEE International Conference on Network Protocols, 2017