| 2018 | Expect the Unexpected? The Processing of Possibility Hedges in Medical Diagnoses and Medical Advice. | Teeranoot Siriwittayakorn |
| 2018 | Domain Adaptation Using a Combination of Multiple Embeddings for Sentiment Analysis. | Hiroyuki Shinnou, Xinyu Zhao, Kanako Komiya |
| 2018 | Customized Attention Mechanism for Relation Classification. | Shirong Shen, Yang Wen, Lijuan Zhou, Hongying Zan |
| 2018 | Effectiveness of Domain Adaptation in Japanese Predicate-Argument Structure Analysis. | Mizuki Sango, Hitoshi Nishikawa, Takenobu Tokunaga |
| 2018 | Topic-comment constructions in L1-Chinese learners' English. | Yicheng Rong, Hui Chang, Candice Chi-Hang Cheung |
| 2018 | Semantic Role Labeling in Conversational Chat using Deep Bi-Directional Long Short-Term Memory Networks with Attention Mechanism. | Valdi Rachman, Rahmad Mahendra, Alfan Farizki Wicaksono, Ahmad Rizqi Meydiarso, Fariz Ikhwantri |
| 2018 | Building a Spoonerism Detection System for Vietnamese. | Thai-Hoang Pham, Xuan-Khoai Pham |
| 2018 | SmartWrite: Extracting Chinese Lexical Grammar Patterns Using Dependency Parsing. | Cheng-Cyuan Peng, Ching-Yu Helen Yang, Jhih-Jie Chen, Jason S. Chang |
| 2018 | Bidirectional LSTM-CRF for Named Entity Recognition. | Rrubaa Panchendrarajan, Aravindh Amaresan |
| 2018 | Utilization of Dependency Type per Sentence to Identify Differences among Genres of English Texts. | Masanori Oya |
| 2018 | Affect in Tweets using Experts Model. | Subba Reddy Oota, Adithya Avvaru, Mounika Marreddy, Radhika Mamidi |
| 2018 | Improving Japanese semantic-role-labeling performance with transfer learning as case for limited resources of tagged corpora on aggregated language. | Takuya Okamura, Koichi Takeuchi, Yasuhiro Ishihara, Masahiro Taguchi, Yoshihiko Inada, Masaya Iizuka, Tatsuhiko Abo, Hitoshi Ueda |
| 2018 | Dataset Construction Method for Word Reading Disambiguation. | Koki Nishiyama, Kazuhide Yamamoto, Hideharu Nakajima |
| 2018 | Trivia Score and Ranking Estimation Using Support Vector Regression and RankNet. | Kazuya Niina, Kazutaka Shimada |
| 2018 | Identifying Computer-Translated Paragraphs using Coherence Features. | Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Ngoc-Dung T. Tieu, Junichi Yamagishi, Isao Echizen |
| 2018 | Genre-Oriented Web Content Extraction with Deep Convolutional Neural Networks and Statistical Methods. | Bao-Dai Nguyen-Hoang, Bao-Tran Pham-Hong, Yiping Jin, Phu T. V. Le |
| 2018 | Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention. | Ryosuke Miyazaki, Mamoru Komachi |
| 2018 | EquGener: A Reasoning Network for Word Problem Solving by Generating Arithmetic Equations. | Pruthwik Mishra, Litton J. Kurisinkel, Dipti Misra Sharma, Vasudeva Varma |
| 2018 | Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices. | Tomoki Matsuno, Katsuhiko Hayashi, Takahiro Ishihara, Hitoshi Manabe, Yuji Matsumoto |
| 2018 | Lexical Substitution is Practical for Rare Word Simplification. | Takumi Maruyama, Kazuhide Yamamoto |
| 2018 | A Study on the Korean and Chinese Pronunciation of Chinese Characters and Learning Korean as a Second Language. | Xiao Luo, Yike Yang, Jing Sun |
| 2018 | Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis. | Yujie Lu, Boyi Ni, Qijin Ji, Kotaro Sakamoto, Hideyuki Shibuki, Tatsunori Mori |
| 2018 | Perceptual evaluation of Mandarin tone sandhi production by Cantonese speakers before and after perceptual training. | Bei Li, Yike Yang, Si Chen |
| 2018 | DEMN: Distilled-Exposition Enhanced Matching Network for Story Comprehension. | Chunhua Liu, Haiou Zhang, Shan Jiang, Dong Yu |
| 2018 | Factors Affecting Accent of New and Similar Vowels in Hong Kong Cantonese Pronounced by Urdu Speakers from Secondary School. | Yi Liu, Jinghong Ning |