4 papers · 1 filter
VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation
Hieu Tran, Phuong-Anh Nguyen-Le, Huy Nghiem +3
Machine translation (MT) systems universally degrade when faced with code-mixed text. This problem is more acute for low-resource languages that lack dedicated parallel corpora. Th…
Coreference Resolution for Vietnamese Narrative Texts
Hieu-Dai Tran, Duc-Vu Nguyen, Ngan Luu-Thuy Nguyen
Coreference resolution is a vital task in natural language processing (NLP) that involves identifying and linking different expressions in a text that refer to the same entity. Thi…
XMainframe: A Large Language Model for Mainframe Modernization
Anh T. V. Dau, Hieu Trung Dao, Anh Tuan Nguyen +3
Mainframe operating systems, despite their inception in the 1940s, continue to support critical sectors like finance and government. However, these systems are often viewed as outd…
Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation
Phuc Phan, Hieu Tran, Long Phan
We propose a straightforward approach called Distillation Contrastive Decoding (DCD) to enhance the reasoning capabilities of Large Language Models (LLMs) during inference. In cont…