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Multi-level Chunk-based Constituent-to-Dependency Treebank Transformation for Tibetan Dependency Parsing

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Dependency parsing is an important task for Natural Language Processing (NLP). However, a mature parser requires a large treebank for training, which ......

Knowledge Discovery of News Text Based on Artificial Intelligence

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

The explosion of news text and the development of artificial intelligence provide a new opportunity and challenge to provide high-quality media monito......

TransBERT: A Three-Stage Pre-training Technology for Story-Ending Prediction

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

Recent advances, such as GPT, BERT, and RoBERTa, have shown success in incorporating a pre-trained transformer language model and fine-tuning operatio......

Finding Better Subwords for Tibetan Neural Machine Translation

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Subword segmentation plays an important role in Tibetan neural machine translation (NMT). The structure of Tibetan words consists of two levels. First......

Chinese Spelling Error Detection Using a Fusion Lattice LSTM

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Spelling error detection serves as a crucial preprocessing in many natural language processing applications. Unlike English, where every single word i......

Venue Topic Model-enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

Natural language processing technologies, such as topic models, have been proven to be effective for scholarly recommendation tasks with the ability t......

The Transnational Happiness Study with Big Data Technology

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

Happiness is a hot topic in academic circles. The study of happiness involves many disciplines, such as philosophy, psychology, sociology, and economi......

Neural Dependency Parser for Tibetan Sentences

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

The research of Tibetan dependency analysis is mainly limited to two challenges: lack of a dataset and reliance on expert knowledge. To resolve the pr......

Recognition of Tibetan Maximal-length Noun Phrases Based on Syntax Tree

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Frequently corresponding to syntactic components, the Maximal-length Noun Phrase (MNP) possesses abundant syntactic and semantic information and acts ......

Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

Sentence similarity analysis has been applied in many fields, such as machine translation, the question answering system, and voice customer service. ......

A Joint Model for Representation Learning of Tibetan Knowledge Graph Based on Encyclopedia

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Learning the representation of a knowledge graph is critical to the field of natural language processing. There is a lot of research for English knowl......

Deep Interactive Memory Network for Aspect-Level Sentiment Analysis

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (1)

The goal of aspect-level sentiment analysis is to identify the sentiment polarity of a specific opinion target expressed; it is a fine-grained sentime......

A Hierarchical Sequence-to-Sequence Model for Korean POS Tagging

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Part-of-speech (POS) tagging is a fundamental task in natural language processing. Korean POS tagging consists of two subtasks: morphological analysis......

A Hybrid Model for Named Entity Recognition on Chinese Electronic Medical Records

期刊: ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021; 20 (2)

Electronic medical records (EMRs) contain valuable information about the patients, such as clinical symptoms, diagnostic results, and medications. Nam......

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