Do Xuan Long

According to our database, Do Xuan Long authored at least 23 papers between 2022 and 2025.

Collaborative distances:

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

2025

A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.

Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty

Trans. Mach. Learn. Res., 2025

LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.

Do Xuan Long, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan

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

Aligning Large Language Models with Human Opinions through Persona Selection and Value-Belief-Norm Reasoning.

Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.

Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Anh Tuan Luu, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen

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

What Makes a Good Natural Language Prompt?

Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan

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

2024

Accelerating Greedy Coordinate Gradient via Probe Sampling.

Yiran Zhao, Wenyue Zheng, Tianle Cai, Xuan Long Do, Kenji Kawaguchi, Anirudh Goyal, Michael Shieh

CoRR, 2024

ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions.

Van Long Phuoc Pham, Duc Anh Vu, Nhat Minh Hoang, Xuan Long Do, Anh Tuan Luu

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling.

Yiran Zhao, Wenyue Zheng, Tianle Cai, Do Xuan Long, Kenji Kawaguchi, Anirudh Goyal, Michael Qizhe Shieh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation.

Nhat M. Hoang, Xuan Long Do, Duc Anh Do, Duc Anh Vu, Anh Tuan Luu

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

Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models.

Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen

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

Prompt Optimization via Adversarial In-Context Learning.

Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He

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

2023

Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization.

Xuan Long Do, Mohammad Hassanpour, Ahmed Masry, Parsa Kavehzadeh, Enamul Hoque, Shafiq Joty

CoRR, 2023

Prompt Optimization via Adversarial In-Context Learning.

Xuan Long Do, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Qizhe Xie, Junxian He

CoRR, 2023

ChOiRe: Characterizing and Predicting Human Opinions with Chain of Opinion Reasoning.

Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen

CoRR, 2023

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation.

Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw

CoRR, 2023

xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.

Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Long Do, Weishi Wang, Md. Rizwan Parvez, Shafiq R. Joty

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

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning.

Ahmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty

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

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation.

Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw

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

2022

A Deep Learning Platform for Language Education Research and Development.

Kye Min Tan, Richeng Duan, Xin Huang, Bowei Zou, Xuan Long Do

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

OpenCQA: Open-ended Question Answering with Charts.

Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty

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

CoHS-CQG: Context and History Selection for Conversational Question Generation.

Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw

Proceedings of the 29th International Conference on Computational Linguistics, 2022

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022