@proceedings{vlsp-2025-1,
    title = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.0/"
}
@inproceedings{cao-etal-2025-vlsp,
    title = "{VLSP} 2025 {ASR}/{SER}: {V}ietnamese Speech Recognition and Speech Emotion Recognition Challenge: Technical Analysis and Insights",
    author = "Cao, Manh Hai  and
      Hoang, Chi Dung  and
      Le, Quang Trung  and
      Do, Van Hai",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.1/",
    pages = "2--6"
}
@inproceedings{dat-khanh-2025-speech,
    title = "Speech recognition and speech emotion recognition approach for {VLSP} 2025",
    author = "Dat, Bui Tien  and
      Khanh, Nguyen Duy",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.2/",
    pages = "7--13"
}
@inproceedings{pham-etal-2025-twinkle,
    title = "Twinkle-{ASR}: A lightweight and sufficient framework for the {ASR} shared task at {VLSP} 2025",
    author = "Pham, Dang Nguyen  and
      Pham, Viet Tien  and
      Vu, Minh Nghia  and
      Le, Minh Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.3/",
    pages = "14--22"
}
@inproceedings{thien-2025-comprehensive,
    title = "A Comprehensive Pipeline for {V}ietnamese Speech Recognition and Emotion Recognition",
    author = "Thien, Hy Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.4/",
    pages = "23--27"
}
@inproceedings{nguyen-van-2025-vlsp,
    title = "{VLSP} 2025 {ASR}-{SER} - From Data Exploration to Model Training: A Strategic Approach",
    author = "Nguyen, Nhat Minh  and
      Van, Ngoan Pham",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.5/",
    pages = "28--35"
}
@inproceedings{truong-etal-2025-dfat,
    title = "{DFAT}: Dual-stage Fusion of Acoustic and Text feature for Speech Emotion Recognition",
    author = "Truong, Nhi Nguyen Yen  and
      Quang, Sang Le  and
      Quang, Huy Tran  and
      Xuan, Tri Pham  and
      Ham, Duong Tran  and
      Hai, Binh Tran Le  and
      Huynh, Tin  and
      Hoang, Kiem",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.6/",
    pages = "36--44"
}
@inproceedings{ta-etal-2025-vlsp,
    title = "{VLSP} 2025 Shared Task: Speech Quality Assessment for {V}ietnamese Telecommunication",
    author = "Ta, Bao Thang  and
      Le, Minh Tu  and
      Le, Quang Trung  and
      Do, Van Hai",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.7/",
    pages = "46--52"
}
@inproceedings{tran-2025-multi,
    title = "Multi-Source Fine-Tuning of Self-Supervised Models for {V}ietnamese Speech Quality Assessment",
    author = "Tran, Thuc Huu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.8/",
    pages = "53--61"
}
@inproceedings{do-2025-em,
    title = "{EM}-{VSQA}: Enhancing {VLSP} Speech Quality Assessment with External Data and Multi-Task Learning",
    author = "Do, Tri Dung",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.9/",
    pages = "62--69"
}
@inproceedings{dat-etal-2025-vietnamese,
    title = "The {V}ietnamese Spoofing-aware Speaker Verification Challenge 2025: Summary and Results",
    author = "Dat, Phuong Tuan  and
      Vu, Hoang Long  and
      Trang, Nguyen Thi Thu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.10/",
    pages = "71--77"
}
@inproceedings{trung-etal-2025-svbk,
    title = "{SVBK} System Description to the {VLSP} 2025 Challenge on {V}ietnamese Spoofing-Aware Speaker Verification",
    author = "Trung, Nguyen Tran  and
      An, To Duy  and
      Viet, Chu Hoang",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.11/",
    pages = "78--81"
}
@inproceedings{hoang-etal-2025-sv,
    title = "{SV}++{'}s {V}ietnamese Spoofing-Aware Speaker Verification Systems for {VLSP} 2025",
    author = "Hoang, Pham Viet  and
      Thu, Ho Bao  and
      Khanh, Ha Viet",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.12/",
    pages = "82--88"
}
@inproceedings{trang-etal-2025-2025,
    title = "The 2025 {VLSP} Task on {V}ietnamese Voice Conversion: Overview and Preliminary Results",
    author = "Trang, Nguyen Thi Thu  and
      Tu, Huu Tuong  and
      Tuan, Le Hoang Anh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.13/",
    pages = "90--98"
}
@inproceedings{tran-etal-2025-viettelroar,
    title = "{V}iettel{R}oar: Voice conversion approach for {VLSP} 2025",
    author = "Tran, Hong Nhat  and
      Nguyen, Tung Luong  and
      Tran, Thanh Hai",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.14/",
    pages = "99--103"
}
@inproceedings{vu-etal-2025-twinkle,
    title = "Twinkle-{VC}: A Robust and High-Quality Zero-Shot Voice Conversion System for the {VLSP} 2025 Shared Task",
    author = "Vu, Minh Nghia  and
      Pham, Viet Tien  and
      Pham, Dang Nguyen  and
      Le, Minh Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.15/",
    pages = "104--111"
}
@inproceedings{vuong-etal-2025-drill,
    title = "{DRILL} Shared Task 2025: The Challenge of Deep Retrieval in the Expansive Legal Landscape",
    author = "Vuong, Thi-Hai-Yen  and
      Nguyen, Tan-Minh  and
      Nguyen, Hoang-Trung  and
      Dao, Trong-Khoi  and
      Nguyen, Ha-Thanh  and
      Le, Hoang-Quynh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.16/",
    pages = "113--119"
}
@inproceedings{x-tran-etal-2025-vidrill,
    title = "{V}i{DRILL}: A Multi-Stage Retrieval Framework for {V}ietnamese Legal Document Search",
    author = "X.Tran, Dien  and
      D.Truong, Tai  and
      C.Nguyen, Kien",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.17/",
    pages = "120--126"
}
@inproceedings{hoai-etal-2025-data,
    title = "Data Augmentation and Hierarchical Chunking for Deep Retrieval in the Expansive Legal Landscape",
    author = "Hoai, Le Ba  and
      Hung, Dinh Van  and
      Hieu, Tran Bao",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.18/",
    pages = "127--131"
}
@inproceedings{pham-etal-2025-edm,
    title = "{EDM} Team{'}s Approach in {DR}i{LL}@{VLSP} 2025: A Multi-Stage End-to-End Architecture for Deep Retrieval in the expansive Legal Landscape",
    author = "Pham, Tien Duy  and
      Nguyen, Huu Dong  and
      Phung, The Ngoc",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.19/",
    pages = "132--139"
}
@inproceedings{hieu-do-2025-drill,
    title = "{DR}i{LL} at {VLSP} 2025: A Simple Two-Stage Retrieval Framework for {V}ietnamese Legal Document Retrieval",
    author = "Hieu, Xuan Duong  and
      Do, Thanh Dat",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.20/",
    pages = "140--145"
}
@inproceedings{le-etal-2025-overview,
    title = "Overview of the {L}egal{SLM} Shared Task: Evaluating Legal Reasoning of {V}ietnamese Small Language Models",
    author = "Le, Anh-Cuong  and
      Duong, Trong-Chi  and
      Nguyen, Viet-Ha  and
      Le, Thang VQ",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.21/",
    pages = "147--152"
}
@inproceedings{quang-etal-2025-bosch,
    title = "Bosch@{AI}{\_}{T}eam at {L}egal{SML} 2025: {V}ietnamese Legal Small Language with Domain Adaptation and Aspect-based Data Synthesis",
    author = "Quang, Tran Minh  and
      Phi, Nguyen Xuan  and
      Tai, Nguyen Van  and
      Toan, Phan Minh  and
      Thin, Dang Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.22/",
    pages = "153--164"
}
@inproceedings{nguyen-etal-2025-small,
    title = "Can Small Language Models Handle {V}ietnamese Legal Reasoning? Insights from Multi-Task Evaluation",
    author = "Nguyen, Long S. T.  and
      Luu, Hung C.  and
      Vo, Quynh T. N.  and
      La, Hy N. G.  and
      Tran, Hoai M.  and
      Dinh, Anh T. D.  and
      Nguyen, Tuan H.  and
      Ho, Tri N.  and
      Quan, Tho T.",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.23/",
    pages = "165--178"
}
@inproceedings{luan-van-2025-minlegal,
    title = "{M}in{L}egal at {VLSP}2025-{L}egal{SLM}: A Two-Stage {L}o{RA}-to-Full Fine-tuning Approach for {V}ietnamese Legal Small Language Models",
    author = "Luan, Ngo Dinh  and
      Van, Kiet Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.24/",
    pages = "179--185"
}
@inproceedings{toan-etal-2025-vlsp,
    title = "{VLSP} 2025 challenge: Numerical Reasoning Question and Answer",
    author = "Toan, Le Ngoc  and
      Linh, Ha My  and
      Duc, Pham Thi  and
      Quyen, Ngo The  and
      Huyen, Nguyen Thi Minh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.25/",
    pages = "187--196"
}
@inproceedings{chu-etal-2025-enhancing,
    title = "Enhancing Numerical Reasoning in {V}ietnamese Financial Question Answering through Program-Centric Policy Optimization",
    author = "Chu, Duc Dinh  and
      Ba, Thanh-Bac Nguyen  and
      Le, Duy Dinh  and
      Tran, Khanh Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.26/",
    pages = "197--204"
}
@inproceedings{duy-etal-2025-mofin,
    title = "{M}o{F}in: A Small {V}ietnamese Language Model for Financial Reasoning via Reinforcement Learning",
    author = "Duy, Nguyen Khac  and
      Tri, Vo Quang  and
      Nhat, Le Ho Bao  and
      Hoang, Dinh Cong Huy  and
      Huy, Ngo Quang  and
      Nguyen, Huy Tien",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.27/",
    pages = "205--213"
}
@inproceedings{dinh-etal-2025-two,
    title = "Two-Stage Training with Reinforcement Learning for {V}ietnamese Financial Numerical Reasoning",
    author = "Dinh, Nhat-Truong  and
      Ngo, Thanh-Trung  and
      Trinh, Quoc-Bao  and
      Nguyen, Duc-Vu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.28/",
    pages = "214--222"
}
@inproceedings{ha-etal-2025-graph,
    title = "A Graph-Based Agent Approach to Numerical Reasoning Question Answering",
    author = "Ha, Vu Thanh Dat  and
      Nguyen, Quang  and
      Le, Thanh Tuan  and
      Vu, Huan",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.29/",
    pages = "223--239"
}
@inproceedings{linh-etal-2025-vlsp,
    title = "{VLSP} 2025 challenge: {V}ietnamese Semantic Parsing",
    author = "Linh, Ha My  and
      Duc, Pham Thi  and
      Toan, Le Ngoc  and
      Huyen, Nguyen Thi Minh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.30/",
    pages = "241--249"
}
@inproceedings{tran-etal-2025-viamr,
    title = "{V}i{AMR}: Fine-tuning {LLM}s for {A}bstract {M}eaning {R}epresentation in {V}ietnamese",
    author = "Tran, Dien X.  and
      Vo, Nhon T.  and
      Nguyen, Kien C.",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.31/",
    pages = "250--258"
}
@inproceedings{ha-etal-2025-vlsp,
    title = "{VLSP} 2025 Shared Task: A {S}eq2{S}eq Transformer Approach to {V}ietnamese Semantic Parsing",
    author = "Ha, Giang Huynh Thi  and
      Bao, Thang Nguyen Kien  and
      Minh, Tam Vo",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.32/",
    pages = "259--266"
}
@inproceedings{phan-tran-2025-visemcrew,
    title = "{V}i{S}em{C}rew: Divide and Conquer {V}ietnamese Semantic Parsing Through Multi-Agent Intelligence",
    author = "Phan, Hao Phu  and
      Tran, Khiem Vinh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.33/",
    pages = "267--278"
}
@inproceedings{dinh-etal-2025-empirical,
    title = "An Empirical Study of Large Language Models for {V}ietnamese {A}bstract {M}eaning {R}epresentation Parsing",
    author = "Dinh, Nhat-Truong  and
      Ngo, Thanh-Trung  and
      Trinh, Quoc-Bao  and
      Nguyen, Duc-Vu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.34/",
    pages = "279--287"
}
@inproceedings{duc-etal-2025-vlsp,
    title = "{VLSP} 2025 Shared Task: {V}ietnamese Temporal Question Answering ({T}emporal{QA})",
    author = "Duc, Pham Thi  and
      Linh, Ha My  and
      Toan, Le Ngoc  and
      Huyen, Nguyen Thi Minh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.35/",
    pages = "289--299"
}
@inproceedings{chu-etal-2025-enabling,
    title = "Enabling Temporal Commonsense in {V}ietnamese {LLM}s {--} Date-Arith and {D}uration{QA}",
    author = "Chu, Duc Dinh  and
      Ba, Thanh-Bac Nguyen  and
      Le, Duy Dinh  and
      Tran, Khanh Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.36/",
    pages = "300--305"
}
@inproceedings{dao-nguyen-2025-retrieval,
    title = "Retrieval-Guided Fine-tuning for {V}ietnamese Event Duration Question Answering",
    author = "Dao, Duong Nguyen  and
      Nguyen, Thanh Xuan",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.37/",
    pages = "306--315"
}
@inproceedings{le-thin-2025-uit,
    title = "{UIT}-{NTTT} at {VLSP}2025: A Prompt Engineering Approach for Date Arithmetic Reasoning in {V}ietnamese",
    author = "Le, Khoa Nguyen-Anh  and
      Thin, Dang Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.38/",
    pages = "316--325"
}
@inproceedings{anh-etal-2025-robust,
    title = "Robust {V}ietnamese Duration Question Answering through {L}o{RA}-based Ensemble and Adaptive Threshold Calibration",
    author = "Anh, Le Tuan  and
      Dung, Do Quang  and
      Dung, Do Tien  and
      Dang, Vu Minh  and
      Minh, Ho Tu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.39/",
    pages = "326--335"
}
@inproceedings{anh-etal-2025-robust-vietnamese,
    title = "Robust {V}ietnamese Date-Arithmetic Question Answering through {QD}o{RA} Fine-Tuning and Canonicalized Decoding",
    author = "Anh, Le Tuan  and
      Dung, Do Quang  and
      Dung, Do Tien  and
      Dang, Vu Minh  and
      Minh, Ho Tu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.40/",
    pages = "336--347"
}
@inproceedings{dinh-etal-2025-evaluating,
    title = "Evaluating {LLM}s on {V}ietnamese Duration Question Answering",
    author = "Dinh, Nhat-Truong  and
      Ngo, Thanh-Trung  and
      Trinh, Quoc-Bao  and
      Nguyen, Duc-Vu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.41/",
    pages = "348--353"
}
@inproceedings{le-etal-2025-dp,
    title = "{DP}-Ens {D}uration{QA}: Dual-Prompt Fine-Tuning with Log-Probability Ensemble for Duration Question Answering",
    author = "Le, Van Thai  and
      Quang, Ngoc Bui Lam  and
      Nguyen, Dong Duy",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.42/",
    pages = "354--361"
}
@inproceedings{quan-etal-2025-decoupling,
    title = "Decoupling Reasoning from Language: A Hybrid Architecture for Temporal Reasoning in {V}ietnamese",
    author = "Quan, Xuan-Truong  and
      Minh, Duc Do  and
      Nguyen-Tat, Dat  and
      Quan, Xuan-Son  and
      Van, Vinh Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.43/",
    pages = "362--369"
}
@inproceedings{viet-etal-2025-mt,
    title = "{MT} Shared Task 2025: Medical domain Machine Translation with Limited-Pretraining models",
    author = "Viet, Tran Hong  and
      Khoi, Nguyen Tien  and
      Long, Tran Duy  and
      Quy, Nguyen Minh  and
      Vinh, Nguyen Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.44/",
    pages = "371--376"
}
@inproceedings{duy-etal-2025-vietnamese,
    title = "{V}ietnamese{--}{E}nglish Medical Domain Machine Translation with {LLM}s and {GRPO} Optimization Using Verified Rewards",
    author = "Duy, Dang Sy  and
      Chien, Nguyen Duy  and
      Vuong, Chu Ngoc",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.45/",
    pages = "377--387"
}
@inproceedings{hoang-the-2025-bilingual,
    title = "Bilingual {E}nglish-{V}ietnamese Medical Translation Model",
    author = "Hoang, Long Phung  and
      The, Tuyen Nguyen",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.46/",
    pages = "388--392"
}
@inproceedings{toan-etal-2025-bosch,
    title = "Bosch@{AI}{\_}{T}eam at {MMT} 2025: Medical Machine Translation by Bidirectional Training with Small Language Models",
    author = "Toan, Phan Minh  and
      Phi, Nguyen Xuan  and
      Tai, Nguyen Van  and
      Quang, Trang Minh  and
      Thin, Dang Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.47/",
    pages = "393--400"
}
@inproceedings{t-luu-etal-2025-vlsp,
    title = "{VLSP} 2025 {MLQA}-{TSR} Challenge: {V}ietnamese Multimodal Legal Question Answering on Traffic Sign Regulation",
    author = "T.Luu, Son  and
      Vo, Trung  and
      Nguyen, Hiep  and
      Tran, Khanh Quoc  and
      Nguyen, Kiet Van  and
      Tran, Vu  and
      Nguyen, Ngan Luu-Thuy  and
      Nguyen, Le-Minh",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.48/",
    pages = "402--409"
}
@inproceedings{huynh-etal-2025-reading,
    title = "Reading the Signs: A Graph-Based System for Multimodal Information Retrieval on {V}ietnamese Traffic Law",
    author = "Huynh, Hieu Minh  and
      Khuong, An Nguyen Tran  and
      Trong, Dai Phan  and
      Huynh, Tin Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.49/",
    pages = "410--417"
}
@inproceedings{kiet-etal-2025-metamorphic,
    title = "Metamorphic at {VLSP} 2025: {SIGMA} {--} A Multimodal Agent System for Legal {QA} on {V}ietnamese Traffic Signs",
    author = "Kiet, Nguyen Tuan  and
      Anh, Nguyen Khanh Tuan  and
      Nguyen, Long Hoang Huu  and
      Tai, Dam Vu Trong  and
      Thin, Dang Van",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.50/",
    pages = "418--430"
}
@inproceedings{tien-etal-2025-hybrid,
    title = "A Hybrid Dual-Branch Retrieval and Chain-of-Thought Reasoning Framework for Multimodal Legal Question Answering",
    author = "Tien, Nguyen Van  and
      Luc, Mong The  and
      Dang, Han Huu",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.51/",
    pages = "431--439"
}
@inproceedings{pham-etal-2025-lexisignvqa,
    title = "{L}exi{S}ign{VQA}: A Unified Training-free Multi-stage Approach to Multimodal Legal Question Answering on Traffic Sign Rules",
    author = "Pham, Phung Xuan  and
      Le, Duc Quang  and
      Tran, Tuan Hau  and
      Huynh, Thinh Nguyen-Truong",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.52/",
    pages = "440--450"
}
@inproceedings{anh-etal-2025-low,
    title = "A low-cost low-energy approach to {VQA} on traffic signs problems",
    author = "Anh, Vu Dinh  and
      Tran, Khiem Vinh  and
      Ha, Tran Thi",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.53/",
    pages = "451--458"
}
@inproceedings{ha-etal-2025-prompting,
    title = "Prompting Beyond Pixels: A Training-Free and Retrieval-Enhanced Paradigm for Traffic Question Answering",
    author = "Ha, Vu Thanh Dat  and
      Tran, Tuan Huy  and
      Chu, Ngoc Chien  and
      Pham, Duc Hao  and
      Vu, Huan",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.vlsp-1.54/",
    pages = "459--470"
}