13 citations · 19 across the 7 of their papers we have counts for
7 papers
Beyond Atomic Tokens: Factorizing Syllables for Language Model Pretraining
Nghia Hieu Nguyen, Thai Bao Huynh, Binh-An Dinh-Le +4
Conventional tokenizers represent text as characters or statistically derived subwords, overlooking the internal phonological structure of syllables and often requiring large vocab…
Can LLMs Play Ô Ăn Quan Game? A Study of Multi-Step Planning and Decision Making
Sang Quang Nguyen, Kiet Van Nguyen, Vinh-Tiep Nguyen +3
In this paper, we explore the ability of large language models (LLMs) to plan and make decisions through the lens of the traditional Vietnamese board game, Ô Ăn Quan. This game, wh…
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source
Hung Tuan Le, Long Truong To, Manh Trong Nguyen +1
Fact-checking is essential due to the explosion of misinformation in the media ecosystem. Although false information exists in every language and country, most research to solve th…
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Quy Hoang Nguyen, Minh-Van Truong Nguyen, Kiet Van Nguyen
The emergence of multimodal data on social media platforms presents new opportunities to better understand user sentiments toward a given aspect. However, existing multimodal datas…
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension
Thinh Phuoc Ngo, Khoa Tran Anh Dang, Son T. Luu +2
This paper presents the development process of a Vietnamese spoken language corpus for machine reading comprehension (MRC) tasks and provides insights into the challenges and oppor…
ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media Text
Thanh-Nhi Nguyen, Thanh-Phong Le, Kiet Van Nguyen
Lexical normalization, a fundamental task in Natural Language Processing (NLP), involves the transformation of words into their canonical forms. This process has been proven to ben…
Automatic Textual Normalization for Hate Speech Detection
Anh Thi-Hoang Nguyen, Dung Ha Nguyen, Nguyet Thi Nguyen +2
Social media data is a valuable resource for research, yet it contains a wide range of non-standard words (NSW). These irregularities hinder the effective operation of NLP tools. C…