Papers Vietnamese Datasets
“Vietnamese Datasets” 태그가 달린 논문 17편 · 필터 해제
Comparative Opinion Mining in Product Reviews: Multi-perspective Prompt-based Learning
Comparative reviews are pivotal in understanding consumer preferences and influencing purchasing decisions. Comparative Quintuple Extraction (COQE) aims to identify five key components in text: the target entity, compare…
Data AugmentationOpinion MiningVietnamese DatasetsNew Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
The emergence of multimodal data on social media platforms presents new opportunities to better understand user sentiments toward a given aspect. However, existing multimodal datasets for Aspect-Category Sentiment Analys…
Aspect Category Sentiment AnalysisMultimodal Sentiment AnalysisSentiment AnalysisVietnamese Datasets+3BKEE: Pioneering Event Extraction in the Vietnamese Language
Event Extraction (EE) is a fundamental task in information extraction, aimed at identifying events and their associated arguments within textual data. It holds significant importance in various applications and serves as…
Event DetectionEvent ExtractionVietnamese DatasetsComplex Word Identification in Vietnamese: Towards Vietnamese Text Simplification
Text Simplification has been an extensively researched problem in English, but has not been investigated in Vietnamese. We focus on the Vietnamese-specific Complex Word Identification task, often the first step in Lexica…
Complex Word IdentificationLexical SimplificationText SimplificationVietnamese DatasetsViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining
Pre-trained language models have become crucial to achieving competitive results across many Natural Language Processing (NLP) problems. For monolingual pre-trained models in low-resource languages, the quantity has been…
Language ModelingLanguage ModellingMedical Named Entity RecognitionNamed Entity Recognition In Vietnamese+3ViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining
Pre-trained language models have become crucial to achieving competitive results across many Natural Language Processing (NLP) problems. For monolingual pre-trained models in low-resource languages, the quantity has been…
Language ModelingLanguage ModellingVietnamese DatasetsVLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension
One of the emerging research trends in natural language understanding is machine reading comprehension (MRC) which is the task to find answers to human questions based on textual data. Existing Vietnamese datasets for MR…
Language ModellingMachine Reading ComprehensionNatural Language InferenceNatural Language Understanding+6VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?
Text summarization is a challenging task within natural language processing that involves text generation from lengthy input sequences. While this task has been widely studied in English, there is very limited research o…
Abstractive Text SummarizationDecoderSelf-Supervised LearningText Generation+3SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence
In this paper, we present a process of building a social listening system based on aspect-based sentiment analysis in Vietnamese from creating a dataset to building a real application. Firstly, we create UIT-ViSFD, a Vie…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)General ClassificationSentiment Analysis+4Sentence Extraction-Based Machine Reading Comprehension for Vietnamese
The development of natural language processing (NLP) in general and machine reading comprehension in particular has attracted the great attention of the research community. In recent years, there are a few datasets for m…
ArticlesMachine Reading ComprehensionQuestion AnsweringReading Comprehension+2Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts
Machine reading comprehension (MRC) is a sub-field in natural language processing that aims to assist computers understand unstructured texts and then answer questions related to them. In practice, the conversation is an…
ArticlesChatbotMachine Reading ComprehensionQuestion Answering+2Vietnamese Complaint Detection on E-Commerce Websites
Customer product reviews play a role in improving the quality of products and services for business organizations or their brands. Complaining is an attitude that expresses dissatisfaction with an event or a product not …
Complaint Comment ClassificationConstructive Comment ClassificationToxic Comment ClassificationVietnamese DatasetsAn Empirical Study for Vietnamese Constituency Parsing with Pre-training
In this work, we use a span-based approach for Vietnamese constituency parsing. Our method follows the self-attention encoder architecture and a chart decoder using a CKY-style inference algorithm. We present analyses of…
Constituency ParsingDecoderVietnamese DatasetsVietnamese ParsingA Vietnamese Dataset for Evaluating Machine Reading Comprehension
Over 97 million people speak Vietnamese as their native language in the world. However, there are few research studies on machine reading comprehension (MRC) for Vietnamese, the task of understanding a text and answering…
ArticlesMachine Reading ComprehensionQuestion AnsweringReading Comprehension+3Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix Capture
In this paper, we approach Vietnamese word segmentation as a binary classification by using the Support Vector Machine classifier. We inherit features from prior works such as n-gram of syllables, n-gram of syllable type…
Binary ClassificationSegmentationVietnamese DatasetsVietnamese Word SegmentationUIT-ViIC: A Dataset for the First Evaluation on Vietnamese Image Captioning
Image Captioning, the task of automatic generation of image captions, has attracted attentions from researchers in many fields of computer science, being computer vision, natural language processing and machine learning …
Image CaptioningVietnamese DatasetsVietnamese Image CaptioningIntroducing two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness
We present two novel datasets for the low-resource language Vietnamese to assess models of semantic similarity: ViCon comprises pairs of synonyms and antonyms across word classes, thus offering data to distinguish betwee…
Semantic SimilaritySemantic Textual SimilarityVietnamese Datasets