NLPExplorer

VLSP - 2025

Total Papers:- 55

Total Papers accross all years:- 55

Total Citations :- 0

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Overview of the LegalSLM Shared Task: Evaluating Legal Reasoning of Vietnamese Small Language Models

Anh-Cuong Le | Trong-Chi Duong | Viet-Ha Nguyen | Thang VQ Le |

Multi-Source Fine-Tuning of Self-Supervised Models for Vietnamese Speech Quality Assessment

Thuc Huu Tran |

DFAT: Dual-stage Fusion of Acoustic and Text feature for Speech Emotion Recognition

Data Augmentation and Hierarchical Chunking for Deep Retrieval in the Expansive Legal Landscape

Le Ba Hoai | Dinh Van Hung | Tran Bao Hieu |

ViDRILL: A Multi-Stage Retrieval Framework for Vietnamese Legal Document Search

Dien X.Tran | Tai D.Truong | Kien C.Nguyen |

DRILL Shared Task 2025: The Challenge of Deep Retrieval in the Expansive Legal Landscape

LexiSignVQA: A Unified Training-free Multi-stage Approach to Multimodal Legal Question Answering on Traffic Sign Rules

Phung Xuan Pham | Duc Quang Le | Tuan Hau Tran | Thinh Nguyen-Truong Huynh |

Robust Vietnamese Date-Arithmetic Question Answering through QDoRA Fine-Tuning and Canonicalized Decoding

Reading the Signs: A Graph-Based System for Multimodal Information Retrieval on Vietnamese Traffic Law

Hieu Minh Huynh | An Nguyen Tran Khuong | Dai Phan Trong | Tin Van Huynh |

Bosch@AI_Team at LegalSML 2025: Vietnamese Legal Small Language with Domain Adaptation and Aspect-based Data Synthesis

VLSP 2025 Shared Task: A Seq2Seq Transformer Approach to Vietnamese Semantic Parsing

Giang Huynh Thi Ha | Thang Nguyen Kien Bao | Tam Vo Minh |

Enabling Temporal Commonsense in Vietnamese LLMs – Date-Arith and DurationQA

Duc Dinh Chu | Thanh-Bac Nguyen Ba | Duy Dinh Le | Khanh Van Tran |

ViSemCrew: Divide and Conquer Vietnamese Semantic Parsing Through Multi-Agent Intelligence

Hao Phu Phan | Khiem Vinh Tran |

Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards

Dang Sy Duy | Nguyen Duy Chien | Chu Ngoc Vuong |

Can Small Language Models Handle Vietnamese Legal Reasoning? Insights from Multi-Task Evaluation