Bin Wang

According to our database, Bin Wang authored at least 54 papers between 2018 and 2025.

Collaborative distances:

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

2025

Zero-Shot Relation Classification Through Inference on Category Attributes.

Yan Xiao, Yaochu Jin, Bin Wang, Yan Zhang, Kuangrong Hao, Haizhou Li

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs.

Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik B. Sailor, Nancy F. Chen, Ai Ti Aw

CoRR, June, 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

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish.

Xin Huang, Tarun Kumar Vangani, Minh Duc Pham, Xunlong Zou, Bin Wang, Zhengyuan Liu, Ai Ti Aw

CoRR, January, 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

AudioBench: A Universal Benchmark for Audio Large Language Models.

Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders.

Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment.

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

Proceedings of the 31st International Conference on Computational Linguistics, 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

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models.

Yingxu He, Zhuohan Liu, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw

CoRR, 2024

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.

Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Pepijn Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Chia Tai, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya

CoRR, 2024

CRAFT: Extracting and Tuning Cultural Instructions from the Wild.

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

CoRR, 2024

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning.

Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy F. Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

AsyncET: Asynchronous Representation Learning for Knowledge Graph Entity Typing.

Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.

Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Jann Railey Montalan, Ryan Hadiwijaya, Joanito Agili Lopo, William Nixon, Börje Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Tai Chia, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya

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

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models.

Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen

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

2023

GraphHop: An Enhanced Label Propagation Method for Node Classification.

Tian Xie, Bin Wang, C.-C. Jay Kuo

IEEE Trans. Neural Networks Learn. Syst., November, 2023

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

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

Pattern Recognit. Lett., 2023

Knowledge Graph Embedding: An Overview.

Xiou Ge, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo

CoRR, 2023

AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with Auxiliary Relations.

Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo

CoRR, 2023

Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation.

Danqing Luo, Chen Zhang, Jiahui Xu, Bin Wang, Yiming Chen, Yan Zhang, Haizhou Li

CoRR, 2023

Knowledge Graph Embedding with 3D Compound Geometric Transformations.

Xiou Ge, Yun-Cheng Wang, Bin Wang, 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

Relational Sentence Embedding for Flexible Semantic Matching.

Bin Wang, Haizhou Li

Proceedings of the 8th Workshop on Representation Learning for NLP, 2023

Instructive Dialogue Summarization with Query Aggregations.

Bin Wang, Zhengyuan Liu, Nancy F. Chen

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

GreenKGC: A Lightweight Knowledge Graph Completion Method.

Yuncheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo

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

Compounding Geometric Operations for Knowledge Graph Completion.

Xiou Ge, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo

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

2022

PEDENet: Image anomaly localization via patch embedding and density estimation.

Kaitai Zhang, Bin Wang, C.-C. Jay Kuo

Pattern Recognit. Lett., 2022

Task-specific dependency-based word embedding methods.

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

Pattern Recognit. Lett., 2022

KGBoost: A classification-based knowledge base completion method with negative sampling.

Yuncheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo

Pattern Recognit. Lett., 2022

CORE: A knowledge graph entity type prediction method via complex space regression and embedding.

Xiou Ge, Yuncheng Wang, 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

CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations.

Xiou Ge, Yuncheng Wang, Bin Wang, C.-C. Jay Kuo

CoRR, 2022

Analyzing and Evaluating Faithfulness in Dialogue Summarization.

Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework.

Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Just Rank: Rethinking Evaluation with Word and Sentence Similarities.

Bin Wang, C.-C. Jay Kuo, Haizhou Li

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

2021

Dynamic Texture Synthesis by Incorporating Long-range Spatial and Temporal Correlations.

Kaitai Zhang, Bin Wang, Hong-Shuo Chen, Ye Wang, Shiyu Mou, C.-C. Jay Kuo

CoRR, 2021

AnomalyHop: An SSL-based Image Anomaly Localization Method.

Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Inductive Learning on Commonsense Knowledge Graph Completion.

Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo

Proceedings of the International Joint Conference on Neural Networks, 2021

Hierarchical Bit-Wise Differential Coding (HBDC) of Point Cloud Attributes.

Yan Huang, Bin Wang, C.-C. Jay Kuo, Hui Yuan, Jingliang Peng

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

SBERT-WK: A Sentence Embedding Method by Dissecting BERT-Based Word Models.

Bin Wang, C.-C. Jay Kuo

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Hand Gesture Recognition and motion estimation using the Kinect Sensor.

Bin Wang, Yunze Li, Haoxiang Lang, Ying Wang

Mechatron. Syst. Control., 2020

Efficient Sentence Embedding via Semantic Subspace Analysis.

Bin Wang, Fenxiao Chen, Yuncheng Wang, C.-C. Jay Kuo

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Graph Representation Learning: A Survey.

Fenxiao Chen, Yuncheng Wang, Bin Wang, C.-C. Jay Kuo

CoRR, 2019

Evaluating Word Embedding Models: Methods and Experimental Results.

Bin Wang, Angela Wang, Fenxiao Chen, Yuncheng Wang, C.-C. Jay Kuo

CoRR, 2019

K-Covers for Active Learning in Image Classification.

Yeji Shen, Yuhang Song, Hanhan Li, Shahab Kamali, Bin Wang, C.-C. Jay Kuo

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Deepwalk-assisted Graph PCA (DGPCA) for Language Networks.

Fenxiao Chen, Bin Wang, C.-C. Jay Kuo

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Post-Processing of Word Representations via Variance Normalization and Dynamic Embedding.

Bin Wang, Fenxiao Chen, Angela Wang, C.-C. Jay Kuo

CoRR, 2018

Graph-Based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification.

Fenxiao Chen, Bin Wang, C.-C. Jay Kuo

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018