5 papers
Lost in Modality: Evaluating the Effectiveness of Text-Based Membership Inference Attacks on Large Multimodal Models
Ziyi Tong, Feifei Sun, Le Minh Nguyen
Large Multimodal Language Models (MLLMs) are emerging as one of the foundational tools in an expanding range of applications. Consequently, understanding training-data leakage in t…
Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025
Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen +13
The growing integration of Artificial Intelligence (AI) into education has intensified the need for transparency and interpretability. While hackathons have long served as agile en…
VN-MTEB: Vietnamese Massive Text Embedding Benchmark
Loc Pham, Tung Luu, Thu Vo +2
Vietnam ranks among the top countries in terms of both internet traffic and online toxicity. As a result, implementing embedding models for recommendation and content control dutie…
Enhancing Entity Aware Machine Translation with Multi-task Learning
An Trieu, Phuong Nguyen, Minh Le Nguyen
Entity-aware machine translation (EAMT) is a complicated task in natural language processing due to not only the shortage of translation data related to the entities needed to tran…
Team LA at SCIDOCA shared task 2025: Citation Discovery via relation-based zero-shot retrieval
Trieu An, Long Nguyen, Minh Le Nguyen
The Citation Discovery Shared Task focuses on predicting the correct citation from a given candidate pool for a given paragraph. The main challenges stem from the length of the abs…