Chengwei Wei

According to our database, Chengwei Wei authored at least 24 papers between 2022 and 2025.

Collaborative distances:

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

2025

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models.

Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw

CoRR, May, 2025

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems.

Chengwei Wei, Bin Wang, Jung-Jae Kim, Nancy F. Chen

CoRR, May, 2025

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia.

Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, Tack Hwa Wong, Mohammad Rifqi Farhansyah, Thant Thiri Maung, Frederikus Hudi, David Anugraha, Muhammad Ravi Shulthan Habibi, Muhammad Reza Qorib, Amit Agarwal, Joseph Marvin Imperial, Hitesh Laxmichand Patel, Vicky Feliren, Bahrul Ilmi Nasution, Manuel Antonio Rufino, Genta Indra Winata, Rian Adam Rajagede, Carlos Rafael Catalan, Mohamed Fazli Imam, Priyaranjan Pattnayak, Salsabila Zahirah Pranida, Kevin Pratama, Yeshil Bangera, Adisai Na-Thalang, Patricia Nicole Monderin, Yueqi Song, Christian Simon, Lynnette Hui Xian Ng, Richardy Lobo' Sapan, Taki Hasan Rafi, Bin Wang, Supryadi, Kanyakorn Veerakanjana, Piyalitt Ittichaiwong, Matthew Theodore Roque, Karissa Vincentio, Takdanai Kreangphet, Phakphum Artkaew, Kadek Hendrawan Palgunadi, Yanzhi Yu, Rochana Prih Hastuti, William Nixon, Mithil Bangera, Adrian Xuan Wei Lim, Aye Hninn Khine, Hanif Muhammad Zhafran, Teddy Ferdinan, Audra Aurora Izzani, Ayushman Singh, Evan, Jauza Akbar Krito, Michael Anugraha, Fenal Ashokbhai Ilasariya, Haochen Li, John Amadeo Daniswara, Filbert Aurelian Tjiaranata, Eryawan Presma Yulianrifat, Can Udomcharoenchaikit, Fadil Risdian Ansori, Mahardika Krisna Ihsani, Giang Nguyen, Anab Maulana Barik, Dan John Velasco, Rifo Ahmad Genadi, Saptarshi Saha, Chengwei Wei, Isaiah Flores, Kenneth Ko Han Chen, Anjela Gail Santos, Wan Shen Lim, Kaung Si Phyo, Tim Santos, Meisyarah Dwiastuti, Jiayun Luo, Jan Christian Blaise Cruz, Ming Shan Hee, Ikhlasul Akmal Hanif, M. Alif Al Hakim, Muhammad Rizky Sya'ban, Kun Kerdthaisong, Lester James V. Miranda, Fajri Koto, Tirana Noor Fatyanosa, Alham Fikri Aji, Jostin Jerico Rosal, Jun Kevin, Robert Wijaya, Onno P. Kampman, Ruochen Zhang, Börje F. Karlsson, Peerat Limkonchotiwat

CoRR, March, 2025

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models.

Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw

CoRR, January, 2025

Efficient human-object-interaction (EHOI) detection via interaction label coding and Conditional Decision.

Tsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C.-C. Jay Kuo

Comput. Vis. Image Underst., 2025

CoinMath: Harnessing the Power of Coding Instruction for Math LLM.

Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia.

Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, Tack Hwa Wong, Mohammad Rifqi Farhansyah, Thant Thiri Maung, Frederikus Hudi, David Anugraha, Muhammad Ravi Shulthan Habibi, Muhammad Reza Qorib, Amit Agarwal, Joseph Marvin Imperial, Hitesh Laxmichand Patel, Vicky Feliren, Bahrul Ilmi Nasution, Manuel Antonio Rufino, Genta Indra Winata, Rian Adam Rajagede, Carlos Rafael Catalan, Mohamed Fazli Mohamed Imam, Priyaranjan Pattnayak, Salsabila Zahirah Pranida, Kevin Pratama, Yeshil Bangera, Adisai Na-Thalang, Patricia Nicole Monderin, Yueqi Song, Christian Simon, Lynnette Hui Xian Ng, Richardy Lobo' Sapan, Taki Hasan Rafi, Bin Wang, Supryadi, Kanyakorn Veerakanjana, Piyalitt Ittichaiwong, Matthew Theodore Roque, Karissa Vincentio, Takdanai Kreangphet, Phakphum Artkaew, Kadek Hendrawan Palgunadi, Yanzhi Yu, Rochana Prih Hastuti, William Nixon, Mithil Bangera, Adrian Xuan Wei Lim, Aye Hninn Khine, Hanif Muhammad Zhafran, Teddy Ferdinan, Audra Aurora Izzani, Ayushman Singh, Evan, Jauza Akbar Krito, Michael Anugraha, Fenal Ashokbhai Ilasariya, Haochen Li, John Amadeo Daniswara, Filbert Aurelian Tjiaranata, Eryawan Presma Yulianrifat, Can Udomcharoenchaikit, Fadil Risdian Ansori, Mahardika Krisna Ihsani, Giang Nguyen, Anab Maulana Barik, Dan John Velasco, Rifo Ahmad Genadi, Saptarshi Saha, Chengwei Wei, Isaiah Edri W. Flores, Kenneth Ko Han Chen, Anjela Gail Santos, Wan Shen Lim, Kaung Si Phyo, Tim Santos, Meisyarah Dwiastuti, Jiayun Luo, Jan Christian Blaise Cruz, Ming Shan Hee, Ikhlasul Akmal Hanif, M. Alif Al Hakim, Muhammad Rizky Sya'ban, Kun Kerdthaisong, Lester James Validad Miranda, Fajri Koto, Tirana Noor Fatyanosa, Alham Fikri Aji, Jostin Jerico Rosal, Jun Kevin, Robert Wijaya, Onno P. Kampman, Ruochen Zhang, Börje F. Karlsson, Peerat Limkonchotiwat

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

CoinMath: Harnessing the Power of Coding Instruction for Math LLMs.

Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen

CoRR, 2024

Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection.

Jintang Xue, Yun-Cheng Wang, Chengwei Wei, C.-C. Jay Kuo

CoRR, 2024

Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models.

Chengwei Wei, Kee Kiat Koo, Amir Tavanaei, Karim Bouyarmane

CoRR, 2024

CRAFT: Extracting and Tuning Cultural Instructions from the Wild.

Bin Wang, Geyu Lin, Zhengyuan Liu, Chengwei Wei, Nancy F. Chen

CoRR, 2024

GWPT: A Green Word-Embedding-based POS Tagger.

Chengwei Wei, Runqi Pang, C.-C. Jay Kuo

CoRR, 2024

GHOI: A Green Human-Object-Interaction Detector.

Tsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, C.-C. Jay Kuo

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

A Green Learning Approach to Spoofed Speech Detection.

Chengwei Wei, Runqi Pang, C.-C. Jay Kuo

Proceedings of the IEEE International Conference on Acoustics, 2024

Resilience of Large Language Models for Noisy Instructions.

Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen

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

GMA: Green Multi-Modal Alignment for Image-Text Retrieval.

Tsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C.-C. Jay Kuo

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

Efficient Feature Selection for Word Embedding Dimension Reduction.

Jintang Xue, Yun-Cheng Wang, Chengwei Wei, C.-C. Jay Kuo

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

2023

Synwmd: Syntax-aware word Mover's distance for sentence similarity evaluation.

Chengwei Wei, Bin Wang, C.-C. Jay Kuo

Pattern Recognit. Lett., 2023

An Overview on Generative AI at Scale With Edge-Cloud Computing.

Yuncheng Wang, Jintang Xue, Chengwei Wei, C.-C. Jay Kuo

IEEE Open J. Commun. Soc., 2023

Bias and Fairness in Chatbots: An Overview.

Jintang Xue, Yun-Cheng Wang, Chengwei Wei, Xiaofeng Liu, Jonghye Woo, C.-C. Jay Kuo

CoRR, 2023

An Overview on Language Models: Recent Developments and Outlook.

Chengwei Wei, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo

CoRR, 2023

2022

Task-specific dependency-based word embedding methods.

Chengwei Wei, Bin Wang, C.-C. Jay Kuo

Pattern Recognit. Lett., 2022

A Focused Study on Sequence Length for Dialogue Summarization.

Bin Wang, Chen Zhang, Chengwei Wei, Haizhou Li

CoRR, 2022

ExpressionHop: A Lightweight Human Facial Expression Classifier.

Chengwei Wei, C.-C. Jay Kuo, Rafael Luiz Testa, Ariane Machado-Lima, Fátima L. S. Nunes

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022