Table of Contents

• Frontmatter [doi]
• 基於特徵粒度之訓練策略於中文口語問答系統之應用(A Feature-granularity Training Strategy for Chinese Spoken Question Answering)Shang-Bao Luo, Kuan-Yu Chen. 1-2 [doi]
• 新穎的序列生成架構於中文重寫式摘要之研究(Novel Sequence Generation Framework for Chinese Abstractive Summarization)Chin-Yueh Chien, Kuan-Yu Chen. 3-12 [doi]
• EBSUM: 基於BERT 的強健性抽取式摘要法(EBSUM: An Enhanced BERT-based Extractive Summarization Framework)Zheng-Yu Wu, Kuan-Yu Chen. 13-14 [doi]
• GALs: 基於對抗式學習之整列式摘要法 (GALs: A GAN-based Listwise Summarizer)Chia-Chih Kuo, Kuan-Yu Chen. 15-24 [doi]
• 結合類神經網路及文件概念圖之文件檢索研究(Document Retrieval based on Neural Network and Document Concept Graph)Chia-Hsin Lu, Jenq-Haur Wang. 25-34 [doi]
• 室內遠距離語音辨識實驗(Experiments on In-House Far-Field Speech Recognition)Hsuan-Sheng Chiu, Jyh-Her Yang. 35-46 [doi]
• 基於BERT模型之多國語言機器閱讀理解研究(Multilingual Machine Reading Comprehension based on BERT Model)Cheng-Xuan Wu, Jenq-Haur Wang. 47-61 [doi]
• 預訓練詞向量模型應用於客服對話系統意圖偵測之研究(Study on Pre-trained Word Vector Model Applied to Intent Detection of Customer Service Dialogue System)Guan-Yu Chen, Min-Feng Kuo, Tsung-Hsien Yang, Chun-Hsun Chen, I-Bin Liao. 62-71 [doi]
• A Hybrid Approach of Deep Semantic Matching and Deep Rank for Context Aware Question Answer SystemShu Yi Xie, Chia-Hao Chang, Zhi Zhang, Yang Mo, Lian-Xin Jiang, Yu-Sheng Huang, Jian-Ping Shen. 72-81 [doi]
• A Real-World Human-Machine Interaction Platform in Insurance IndustryWei Tan, Chia-Hao Chang, Yang Mo, Lian-Xin Jiang, Gen Li, Xiaolong Hou, Chu Chen, Yu-Sheng Huang, Meng Yuan Huang, Jian-Ping Shen. 82-91 [doi]
• 結合LDA與SVM之社群使用者立場檢測(Stance Detection of Social Network Users by combining Latent Dirichlet Allocation and Support Vector Machine)I-Huan Weng, Jenq-Haur Wang. 92-101 [doi]
• Sequence to Sequence Convolutional Neural Network for Automatic Spelling CorrectionDaniel Hládek, Matús Pleva, Ján Stas, Yuan-Fu Liao. 102-111 [doi]
• 基於深度學習之簡答題問答系統初步探討(A Preliminary Study on Deep Learning-based Short Answer Question Answering System)Yu-Chen Lin, Yuan-Fu Liao, Matús Pleva, Daniel Hládek. 112-121 [doi]
• 基於遞迴類神經網路之麥克風嘯叫抑制系統(Recurrent Neural Network-based Microphone Howling Suppressionk)Cheng-Yang Lin, Yuan-Fu Liao, Chen-Ming Pan, Tzu-Hsiuu Kuo. 122-136 [doi]
• 基於深度類神經網路之多模式情感偵測初步探討(A Preliminary Study on Deep Learning Neural Networks-based Multi-Model Sentiment Detection)Tai-Rong Chen, Yuan-Fu Liao, Chen-Ming Pan, Tzu-Hsiu Kuo, Matús Pleva, Daniel Hládek. 137-151 [doi]
• 適合漸凍人使用之語音轉換系統初步研究(Deep Neural-Network Bandwidth Extension and Denoising Voice Conversion System for ALS Patients)Bai-Hong Huang, Yuan-Fu Liao, Matús Pleva, Daniel Hládek. 152-166 [doi]
• Bilingual Parallel Sentence Extraction from Comparable CorporaChien-Yu Chien, Chin-Hua Chang, Chih-Ping Wei. 167-181 [doi]
• 基於卷積神經網路之台語關鍵詞辨識(Taiwanese keyword recognition using Convolutional Neural Networks)Chi-Hung Liu, Ren-Yuan Lyu, Wei-Zhong Zhan, Jie-Shu Wu, Da-Dao Zhu, Jun-Liang Shi. 182-191 [doi]
• Extracting Semantic Representations of Sexual Biases from Word VectorsYing-Yu Chen, Shu-Kai Hsieh. 192-201 [doi]
• 植基於深度學習假新聞人工智慧偵測: 台灣真實資料實作(Deep Learning Based Fake News AI Detection: Evidence From Taiwan News Report)Chih-Chien Wang, Min-Yuh Day, Lin-Lung Hu. 202-211 [doi]
• 使用生成對抗網路於強健式自動語音辨識的應用(Exploiting Generative Adversarial Network for Robustness Automatic Speech Recognition)Ming-Jhang Yang, Fu-An Chao, Tien-Hong Lo, Berlin Chen. 212-225 [doi]
• Speech enhancement based on the integration of fully convolutional network, temporal lowpass filtering and spectrogram maskingKuan-Yi Liu, Syu-Siang Wang, Yu Tsao 0001, Jeih-Weih Hung. 226-240 [doi]
• MONPA: 中文命名實體及斷詞與詞性同步標註系統(MONPA: A Multitask Chinese Segmentation, Named-entity and Part-of-speech Annotator)Wen-Chao Yeh, Yu-Lun Hsieh, Yung-Chun Chang, Wen-Lian Hsu. 241-245 [doi]
• 使用語者轉換技術於語音合成資料庫之音質改進(Speech Enhancement for TTS Speech Corpora by using Voice Conversion Technologies)Yan-Ting Lin, Chen-Yu Chiang. 246-255 [doi]
• 即時中文語音合成系統(Real-Time Mandarin Speech Synthesis System)An-Chieh Cheng, Chia-Ping Chen. 256-265 [doi]
• 探究端對端語音辨識於發音檢測與診斷(Investigating on Computer-Assisted Pronunciation Training Leveraging End-to-End Speech Recognition Techniques)Hsiu-Jui Chang, Tien-Hong Lo, Tzu-En Liu, Berlin Chen. 266-280 [doi]
• 基於語境特徵及分群模型之中文多義詞消歧(Using Contextual Information in Clustering Methods for Chinese Word Disambiguation)Yu Yuan Lee, Tzu-Hao Chou, Chao-Lin Liu. 281-295 [doi]
• Influences of Prosodic Feature Replacement on the Perceived Singing Voice IdentityKuan-Yi Kang, Yi-Wen Liu, Hsin-Min Wang. 296-309 [doi]
• 以三元組損失微調時延神經網路語者嵌入函數之語者辨識系統(Time Delay Neural Network-based Speaker Embedding Function Fine-tuned with Triplet Loss for Distance-based Speaker Recognition)Chih-Ting Yeh, Po-Chin Wang, Su-Yu Zhang, Chia-Ping Chen, Shan-Wen Hsiao, Bo-Cheng Chan, Chung-Li Lu. 310-324 [doi]
• Building of children speech corpus for improving automatic subtitling servicesMatús Pleva, Stanislav Ondás, Daniel Hládek, Jozef Juhár, Ján Stas, Yuan-Fu Liao. 325-333 [doi]
• 基於階層式編碼架構之文本可讀性預測(A Hierarchical Encoding Framework for Text Readability Prediction)Shi-Yan Weng, Hou-Chiang Tseng, Yao-Ting Sung, Berlin Chen. 334-342 [doi]
• 國語語音辨識系統中之人名語言模型(The Personal Name Modeling in Mandarin ASR System)Hong-Bin Liang, Yih-Ru Wang. 343-357 [doi]
• 基於Seq2Seq模型的中文文法錯誤診斷系統(A Chinese Grammatical Error Diagnosis System Based on Seq2Seq Model)Jun-Wei Wang 0003, Sheng-Lun Chien, Yi-Kun Chen, Shih-Hung Wu. 358-367 [doi]
• 應用文脈分析於中英夾雜語音合成系統(Linguistic Analysis for English/Mandarin Speech Synthesis System)Yi-Hsiang Hung, Yi-Chin Huang, Guang-Feng Deng. 368-377 [doi]
• 基於有向圖與爭論導向摘要的網路辯論之爭論元素辨識(Identifying Argument Components in Online Debates through Directed Graph and Argument-oriented Summarization)Chi-An Wei, Hung-Yu Kao. 378-387 [doi]
• 利用Attentive來改善端對端中文語篇剖析遞迴類神經網路系統(Using Attentive to improve Recursive LSTM End-to-End Chinese Discourse Parsing)Yu-Jen Wang, Chia-Hui Chang. 388-397 [doi]
• Four-word Idioms Containing Opposites in MandarinSiaw-Fong Chung. 398-407 [doi]
• 漢語及物化的大數據研究(A Data Scientific Study of Transitivization in Chinese)Wei-Tien Dylan Tsai, Ching-Yu Helen Yang, Ying-Zhu Chen, Jhih-Jie Chen, Jason S. Chang. 408-422 [doi]
• 基於訊息配對相似度估計的聊天記錄解構(Chat Log Disentanglement based on Message Pair Similarity Estimation)Zhixian Liu, Chia-Hui Chang. 423 [doi]
• 標註英中同步樣式文法之研究(Annotating Synchronous Grammar Patterns across English and Chinese)Ching-Yu Helen Yang, Ying-Zhu Chen, Jason S. Chang, Yi-Chien Lin, Wei-Tien Dylan Tsai. 424-433 [doi]