Boyang Xue

According to our database, Boyang Xue authored at least 28 papers between 2021 and 2025.

Collaborative distances:

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

2025

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models.

Boyang Xue, Qi Zhu, Rui Wang, Sheng Wang, Hongru Wang, Fei Mi, Yasheng Wang, Lifeng Shang, Qun Liu, Kam-Fai Wong

CoRR, July, 2025

Toward a Theory of Agents as Tool-Use Decision-Makers.

Hongru Wang, Cheng Qian, Manling Li, Jiahao Qiu, Boyang Xue, Mengdi Wang, Heng Ji, Kam-Fai Wong

CoRR, June, 2025

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models.

Rui Wang, Hongru Wang, Boyang Xue, Jianhui Pang, Shudong Liu, Yi Chen, Jiahao Qiu, Derek Fai Wong, Heng Ji, Kam-Fai Wong

CoRR, March, 2025

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning.

Sheng Wang, Pengan Chen, Jingqi Zhou, Qintong Li, Jingwei Dong, Jiahui Gao, Boyang Xue, Jiyue Jiang, Lingpeng Kong, Chuan Wu

CoRR, March, 2025

DAST: Difficulty-Aware Self-Training on Large Language Models.

Boyang Xue, Qi Zhu, Hongru Wang, Rui Wang, Sheng Wang, Hongling Xu, Fei Mi, Yasheng Wang, Lifeng Shang, Qun Liu, Kam-Fai Wong

CoRR, March, 2025

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions.

Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Huimin Wang, Guanhua Chen, Kam-Fai Wong

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

MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards.

Sheng Wang, Liheng Chen, Pengan Chen, Jingwei Dong, Boyang Xue, Jiyue Jiang, Lingpeng Kong, Chuan Wu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning.

Erxin Yu, Jing Li, Ming Liao, Qi Zhu, Boyang Xue, Minghui Xu, Baojun Wang, Lanqing Hong, Fei Mi, Lifeng Shang

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

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models.

Boyang Xue, Fei Mi, Qi Zhu, Hongru Wang, Rui Wang, Sheng Wang, Erxin Yu, Xuming Hu, Kam-Fai Wong

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

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models.

Boyang Xue, Hongru Wang, Rui Wang, Sheng Wang, Zezhong Wang, Yiming Du, Bin Liang, Wenxuan Zhang, Kam-Fai Wong

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

2024

A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models.

Boyang Xue, Hongru Wang, Weichao Wang, Rui Wang, Sheng Wang, Zeming Liu, Kam-Fai Wong

CoRR, 2024

Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions.

Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Guanhua Chen, Huimin Wang, Kam-Fai Wong

CoRR, 2024

TPE: Towards Better Compositional Reasoning over Cognitive Tools via Multi-persona Collaboration.

Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Yongfeng Huang, Kam-Fai Wong

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models.

Rui Wang, Fei Mi, Yi Chen, Boyang Xue, Hongru Wang, Qi Zhu, Kam-Fai Wong, Ruifeng Xu

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

Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting.

Rui Wang, Hongru Wang, Fei Mi, Boyang Xue, Yi Chen, Kam-Fai Wong, Ruifeng Xu

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

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction.

Hongru Wang, Rui Wang, Boyang Xue, Heming Xia, Jingtao Cao, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong

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

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval.

Hongru Wang, Boyang Xue, Baohang Zhou, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Kam-Fai Wong

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA.

Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang, Liheng Chen, Lingpeng Kong, Chuan Wu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

LoRA Meets Dropout under a Unified Framework.

Sheng Wang, Liheng Chen, Jiyue Jiang, Boyang Xue, Lingpeng Kong, Chuan Wu

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

2023

Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems.

Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2023

TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration.

Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Hongyuan Lu, Fei Mi, Kam-Fai Wong

CoRR, 2023

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment.

Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong

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

2022

Bayesian Neural Network Language Modeling for Speech Recognition.

Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Confidence Score Based Conformer Speaker Adaptation for Speech Recognition.

Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems.

Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Robotic Ultrasound System Controlled by Human sEMG Signals.

Boyang Xue, Wei Xue, Qinghua Huang

Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

2021

Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus.

Zi Ye, Shoukang Hu, Jinchao Li, Xurong Xie, Mengzhe Geng, Jianwei Yu, Junhao Xu, Boyang Xue, Shansong Liu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2021

Bayesian Transformer Language Models for Speech Recognition.

Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2021