Papers Vietnamese Language Models
“Vietnamese Language Models” 태그가 달린 논문 6편 · 필터 해제
Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges
Vietnamese, a low-resource language, is typically categorized into three primary dialect groups that belong to Northern, Central, and Southern Vietnam. However, each province within these regions exhibits its own distinc…
Dialect IdentificationDiversityMulti-Dialect Vietnamesespeech-recognition+3VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding
The success of Natural Language Understanding (NLU) benchmarks in various languages, such as GLUE for English, CLUE for Chinese, KLUE for Korean, and IndoNLU for Indonesian, has facilitated the evaluation of new NLU mode…
Natural Language Understandingtext-classificationText ClassificationTransfer Learning+3Multi-dimensional data refining strategy for effective fine-tuning LLMs
Data is a cornerstone for fine-tuning large language models, yet acquiring suitable data remains challenging. Challenges encompassed data scarcity, linguistic diversity, and domain-specific content. This paper presents l…
ArticlesDiversityVietnamese Language ModelsViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
English and Chinese, known as resource-rich languages, have witnessed the strong development of transformer-based language models for natural language processing tasks. Although Vietnam has approximately 100M people spea…
Language ModelingLanguage ModellingVietnamese Hate Speech DetectionVietnamese Language Models+2Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension
Although the curse of multilinguality significantly restricts the language abilities of multilingual models in monolingual settings, researchers now still have to rely on multilingual models to develop state-of-the-art s…
Machine Reading ComprehensionReading ComprehensionVietnamese Language ModelsVietnamese Machine Reading ComprehensionPhoBERT: Pre-trained language models for Vietnamese
We present PhoBERT with two versions, PhoBERT-base and PhoBERT-large, the first public large-scale monolingual language models pre-trained for Vietnamese. Experimental results show that PhoBERT consistently outperforms t…
Dependency Parsingnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)+4