| 2026 | LREC | Evaluating Social Intelligence in LLMs via Japanese Honorifics in Email Generation: A Social Semiotic System Perspective. | Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2025 | COLING | GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification. | Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao, Hsin-Hsi Chen |
| 2025 | COLING | Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models. | Anna Sato, Ichiro Kobayashi |
| 2025 | ICONIP | Prompting Large Language Models for fMRI-Based Brain Semantic Decoding. | Anna Sato, Ichiro Kobayashi |
| 2025 | IJCNLP | Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis. | Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2025 | INLG | Evaluating LLMs' Ability to Understand Numerical Time Series for Text Generation. | Mizuki Arai, Tatsuya Ishigaki, Masayuki Kawarada, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2025 | PRICAI | Enhancing LLM Abductive Reasoning Through MCMC Premise Retrieval. | Yuanyi Wang, Ichiro Kobayashi |
| 2024 | ACL | Learning Adverbs with Spectral Mixture Kernels. | Tomoe Taniguchi, Daichi Mochihashi, Ichiro Kobayashi |
| 2024 | CIKM | Professionalism-Aware Pre-Finetuning for Profitability Ranking. | Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2024 | COLING | Who Said What: Formalization and Benchmarks for the Task of Quote Attribution. | Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2024 | EMNLP | Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation. | Erica K. Shimomoto, Edison Marrese-Taylor, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao |
| 2024 | INLG | Leveraging Plug-and-Play Models for Rhetorical Structure Control in Text Generation. | Yuka Yokogawa, Tatsuya Ishigaki, Hiroya Takamura, Yusuke Miyao, Ichiro Kobayashi |
| 2024 | NAACL | The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation. | Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2024 | PACLIC | Evaluating LlaMA-2's Adaptation to Social Context in Japanese Emails via Fine-Tuning. | Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2024 | SMC | Do Feature Representations from Different Language Models Affect Accuracy of Brain Encoding Models' Predictions? | Muxuan Liu, Ichiro Kobayashi |
| 2023 | ACL | Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding. | Erica Kido Shimomoto, Edison Marrese-Taylor, Hiroya Takamura, Ichiro Kobayashi, Hideki Nakayama, Yusuke Miyao |
| 2023 | DIS | Predictive Inference Model of the Physical Environment that Emulates Predictive Coding. | Eri Kuroda, Ichiro Kobayashi |
| 2023 | EACL | Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task. | Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2023 | EACL | Fiction-Writing Mode: An Effective Control for Human-Machine Collaborative Writing. | Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2023 | ICANN | Investigation of Information Processing Mechanisms in the Human Brain During Reading Tanka Poetry. | Anna Sato, Junichi Chikazoe, Shotaro Funai, Daichi Mochihashi, Yutaka Shikano, Masayuki Asahara, Satoshi Iso, Ichiro Kobayashi |
| 2023 | PACLIC | Constructing a Japanese Business Email Corpus Based on Social Situations. | Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2023 | SMC | Exploring Hierarchical Changes in Functional Brain Network Hubs Through Brain-Activity Prediction with Convolutional Neural Networks. | Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi |
| 2023 | SMC | BrainLM: Estimation of Brain Activity Evoked Linguistic Stimuli Utilizing Large Language Models. | Ying Luo, Ichiro Kobayashi |
| 2022 | EMNLP | Open-domain Video Commentary Generation. | Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura |
| 2022 | IJCNLP | Hierarchical Processing of Visual and Language Information in the Brain. | Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi |
| 2022 | IJCNLP | Toward Building a Language Model for Understanding Temporal Commonsense. | Mayuko Kimura, Lis Kanashiro Pereira, Ichiro Kobayashi |
| 2021 | INLG | Generating Racing Game Commentary from Vision, Language, and Structured Data. | Tatsuya Ishigaki, Goran Topic, Yumi Hamazono, Hiroshi Noji, Ichiro Kobayashi, Yusuke Miyao, Hiroya Takamura |
| 2021 | NAACL | Targeted Adversarial Training for Natural Language Understanding. | Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi |
| 2021 | PACLIC | Dependency Enhanced Contextual Representations for Japanese Temporal Relation Classification. | Chenjing Geng, Fei Cheng, Masayuki Asahara, Lis Kanashiro Pereira, Ichiro Kobayashi |
| 2021 | PACLIC | Unpredictable Attributes in Market Comment Generation. | Yumi Hamazono, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2021 | PACLIC | ALICE++: Adversarial Training for Robust and Effective Temporal Reasoning. | Lis Pereira, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi |
| 2020 | COLING | Learning with Contrastive Examples for Data-to-Text Generation. | Yui Uehara, Tatsuya Ishigaki, Kasumi Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao |
| 2020 | EMNLP | Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. | Fei Cheng, Masayuki Asahara, Ichiro Kobayashi, Sadao Kurohashi |
| 2020 | INLG | Market Comment Generation from Data with Noisy Alignments. | Yumi Hamazono, Yui Uehara, Hiroshi Noji, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi |
| 2019 | ACL | Learning to Select, Track, and Generate for Data-to-Text. | Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura |
| 2019 | INLG | Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels. | Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao |
| 2019 | IROS | High-dimensional Motion Segmentation by Variational Autoencoder and Gaussian Processes. | Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Wataru Takano |
| 2018 | ICMI | Eliciting User Food Preferences in terms of Taste and Texture in Spoken Dialogue Systems. | Jie Zeng, Yukiko I. Nakano, Takeshi Morita, Ichiro Kobayashi, Takahira Yamaguchi |
| 2018 | INLG | Generating Market Comments Referring to External Resources. | Tatsuya Aoki, Akira Miyazawa, Tatsuya Ishigaki, Keiichi Goshima, Kasumi Aoki, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao |
| 2018 | IROS | Sequence Pattern Extraction by Segmenting Time Series Data Using GP-HSMM with Hierarchical Dirichlet Process. | Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Masahide Kaneko |
| 2018 | SMC | Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. | Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh |
| 2017 | SMC | Semantic representation in the cerebral cortex with sparse coding. | Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh |
| 2017 | SMC | Efficient estimation for shared latent space using multi-layer perceptron. | Mariho Ohyama, Ichiro Kobayashi |
| 2016 | ACL | Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity. | Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh |
| 2016 | PACLIC | A POMDP-based Multimodal Interaction System Using a Humanoid Robot. | Sae Iijima, Ichiro Kobayashi |
| 2015 | EMNLP | Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments. | Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh |
| 2014 | PACLIC | Zero-Shot Learning of Language Models for Describing Human Actions Based on Semantic Compositionality of Actions. | Hideki Asoh, Ichiro Kobayashi |
| 2014 | PACLIC | Topic-based Multi-document Summarization using Differential Evolution forCombinatorial Optimization of Sentences. | Haruka Shigematsu, Ichiro Kobayashi |
| 2014 | PACLIC | On-line Summarization of Time-series Documents using a Graph-based Algorithm. | Satoko Suzuki, Ichiro Kobayashi |
| 2013 | ACL | High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning. | Akiko Eriguchi, Ichiro Kobayashi |
| 2013 | ACL | Text Classification based on the Latent Topics of Important Sentences extracted by the PageRank Algorithm. | Yukari Ogura, Ichiro Kobayashi |
| 2013 | CICLING | A Study on Query Expansion Based on Topic Distributions of Retrieved Documents. | Midori Serizawa, Ichiro Kobayashi |
| 2013 | PACLIC | Event Sequence Model for Semantic Analysis of Time and Location in Dialogue System. | Yasuhiro Noguchi, Satoru Kogure, Makoto Kondo, Ichiro Kobayashi, Hideki Asoh, Akira Takagi, Tatsuhiro Konishi, Yukihiro Itoh |
| 2012 | SNPD | KC3 Browser: Semantic Service Mush-up for Global Knowledge Sharing and Discovery. | Michiaki Iwazume, Ken Kaneiwa, Ichiro Kobayashi |
| 2011 | ACL | A Latent Topic Extracting Method based on Events in a Document and its Application. | Risa Kitajima, Ichiro Kobayashi |
| 2009 | EUSFLAT | Verbalizing Time-series Data: With an Example of Stock Price Trends. | Ichiro Kobayashi, Naoko Okumura |
| 2004 | PRICAI | A Model of Rhetorical Structure Analysis of Japanese Texts and Its Application to Intelligent Text Processing: A Case for a Smart Help System. | Noriko Ito, Toru Sugimoto, Shino Iwashita, Ichiro Kobayashi, Michio Sugeno |
| 2004 | SMC | A model of rhetorical structure analysis of Japanese instructional texts and its application to a smart help system. | Noriko Ito, Toru Sugimoto, Shino Iwashita, Ichiro Kobayashi, Michio Sugeno |
| 2004 | SMC | Everyday language help system based on software manual. | Shino Iwashita, Noriko Ito, Ichiro Kobayashi, Toru Sugimoto, Michio Sugeno |
| 2004 | SMC | Natural language mediated software control. | Michiaki Iwazume, Ichiro Kobayashi, Michio Sugeno |
| 2003 | KES | Personalization of Help System Output in the Framework of Everyday Language Computing. | Shino Iwashita, Ichiro Kobayashi, Noriko Ito, Toru Sugimoto, Michio Sugeno |
| 2002 | PRICAI | A Study on Using Natural Language as a Computer Communication Protocol. | Ichiro Kobayashi, Michiaki Iwazume, Shino Iwashita, Toru Sugimoto, Michio Sugeno |
| 2001 | CICLING | A Study on Text Generation from Non-verbal Information on 2D Charts. | Ichiro Kobayashi |
| 2001 | SMC | Everyday language-based approach to computer resource management. | Michiaki Iwazume, Ichiro Kobayashi, Michio Sugeno |
| 1999 | IV | Application of Collaborative Supported Frame Accurate Animation for Bridge Construction Project. | Yoshihiko Fukuchi, Yujiro Hirai, Ichiro Kobayashi, Yuji Hoshino, Yamamoto Kazuhiro |
| 1999 | IV | Case-Based Analysis for Virtual Model Application in AEC Industry. | Seigo Ogata, Ichiro Kobayashi, Yuji Hoshino |
| 1998 | INLG | The Multex generator and its environment: application and development. | Christian Matthiessen, Licheng Zeng, Marilyn Cross, Ichiro Kobayashi, Kazuhiro Teruya, Wu Canzhong |