IEICE Technical Report

Online edition: ISSN 2432-6380

Natural Language Understanding and Models of Communication

Workshop Date : 2024-09-02 - 2024-09-03 / Issue Date : 2024-08-26

NLC2024-1
Extracting Conceptual Relation Graphs for Solving Story Tasks
Kei Okada, Rafal Rzepka, Toshihiko Itoh (Hokkaido Univ.)
pp. 1 - 5

NLC2024-2
Extraction of sentences containing surprising business in companies
Yoshimasa Kobayashi, Hiroyuki Sakai (SEIKEI Univ.), Kengo Enami (Tsuda Univ.)
pp. 6 - 11

NLC2024-3
Finding counter words and measurement tools from recipe data
Yasuhiro Tajima (OPU)
pp. 12 - 16

NLC2024-4
Disinformation retrieval using generative AI and fact-check reports in Indonesia and Taiwan
Kota Mori (JDSC), Yasutomo Kimura (OUC), Yuki Mikiya (Keio U), Mitsuo Yoshida (U Tsukuba), Yuko Kasuya (Keio U)
pp. 17 - 20

NLC2024-5
An Investigation into the Impact of Model Scale and Quantization Precision on the Performance of Local Large Language Models -- Applications in Sentiment Analysis of Online Reviews for Restaurant Evaluations --
Junichiro Niimi (Meijo Univ.)
pp. 21 - 26

NLC2024-6
Performance Analysis of ChatGPT in Solving the CPA Multiple-Choice Exam (Business Law)
Tatsuki Masuda (Keio Univ./RIKEN AIP), Kei Nakagawa (Nomura Asset Management/Osaka Metropolitan Univ.), Kaito Takano (Nomura Asset Management), Takahiro Hoshino (Keio Univ./RIKEN AIP)
pp. 27 - 32

NLC2024-7
Can an LLM Reproduce Emotional Associations to Nonsense Words by Humans?
Yui Miyakawa, Chihaya Matsuhira, Hirotaka Kato (Nagoya Univ.), Takatsugu Hirayama (Univ. of Human Environments), Takahiro Komamizu, Ichiro Ide (Nagoya Univ.)
pp. 33 - 38

NLC2024-8
Generative AI Adoption in Our Company and On-Site Challenges: A Case Study Report
Yoshiharu Shin, Takuma Kuramitsu, Hayato Atarashi, Yuta Matsushima, Shusai Nakaichi, Yasuhiro Tanaka (Canon IT Solutions)
pp. 39 - 44

NLC2024-9
Analysis and visualization of features in user reviews of travel booking sites
Yuta Yoneda, Yasuo Ebara (Osaka Electro-Communication Univ.)
pp. 45 - 50

NLC2024-10
Effects of online news comments on Attitude Formation of Readers
Megumi Yasuo (Ritsumei), Hiroyuki Fujishiro (Hosei), Mitsunori Matsushita (Kansai)
pp. 51 - 56

NLC2024-11
Filter Bubble Detection Model Based on News Recommendation Dataset
Shusaku Kita, Tsunenori Mine, Yutaka Arakawa (Kyushu Univ.)
pp. 57 - 62

NLC2024-12
Evaluation of Method for Generating Attractive Recipe Titles using Encoder-Decoder Model
Yuto Yamamoto, Kazuhiro Kazama (Wakayama Univ.)
pp. 63 - 68

NLC2024-13
Alignment of Outlook Sentences in Annual Reports of Accounts
Yuta Hiramatsu (Nagoya Univ.), Yasuhiro Ogawa (Nagoya City Univ.), Katsuhiko Toyama (Nagoya Univ.)
pp. 69 - 74

NLC2024-14
Automatic Generation Method of Definition Statements for Binary Classification of Texts Using Large Language Models
Kaito Takano, Kei Nakagawa, Yugo Fujimoto (NAM)
pp. 75 - 80

NLC2024-15
Evaluating company-specific bias in financial sentiment analysis using large language models
Kei Nakagawa (NAM), Masanori Hirano (PFN), Yugo Fujimoto (NAM)
pp. 81 - 86

NLC2024-16
JaFIn: Japanese Financial Instruction Dataset
Kota Tanabe (Hokkaido Univ.), Masahiro Suzuki (Tokyo Univ.), Hiroki Sakaji, Itsuki Noda (Hokkaido Univ.)
pp. 87 - 92

NLC2024-17
Creating a Question-Answering Dataset for Securities Reports and Evaluation of the Method Using LLM
Eisaku Sato, Yasutomo Kimura (OUC)
pp. 93 - 98

NLC2024-18
EWS: the Economic Watcher Survey Datasets and Tasks for the Financial and Economic Domain
Masahiro Suzuki (The Univ. of Tokyo), Hiroki Sakaji (Hokkaido Univ.)
pp. 99 - 104

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan