Ichiro Kobayashi

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 68

Top Venues

Publications

Tomoe Taniguchi, Daichi Mochihashi, Ichiro Kobayashi
Learning Adverbs with Spectral Mixture Kernels. ACL (Findings) (2024)
Felix Giovanni Virgo, Fei Cheng, Lis Kanashiro Pereira, Masayuki Asahara, Ichiro Kobayashi, Sadao Kurohashi
AcTED: Automatic Acquisition of Typical Event Duration for Semi-supervised Temporal Commonsense QA. CoRR (2024)
Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
Who Said What: Formalization and Benchmarks for the Task of Quote Attribution. LREC/COLING (2024)
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
FinGen: A Dataset for Argument Generation in Finance. CoRR (2024)
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task. EACL (Findings) (2023)
Erica Kido Shimomoto, Edison Marrese-Taylor, Hiroya Takamura, Ichiro Kobayashi, Hideki Nakayama, Yusuke Miyao
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding. ACL (Findings) (2023)
Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi
Exploring Hierarchical Changes in Functional Brain Network Hubs Through Brain-Activity Prediction with Convolutional Neural Networks. SMC (2023)
Yuri Murayama, Ichiro Kobayashi
Toward Question-Answering with Multi-Hop Reasoning and Calculation over Knowledge Using a Neural Network Model with External Memories. J. Adv. Comput. Intell. Intell. Informatics 27 (3) (2023)
Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
Fiction-Writing Mode: An Effective Control for Human-Machine Collaborative Writing. EACL (2023)
Anna Sato, Junichi Chikazoe, Shotaro Funai, Daichi Mochihashi, Yutaka Shikano, Masayuki Asahara, Satoshi Iso, Ichiro Kobayashi
Investigation of Information Processing Mechanisms in the Human Brain During Reading Tanka Poetry. ICANN (8) (2023)
Ying Luo, Ichiro Kobayashi
BrainLM: Estimation of Brain Activity Evoked Linguistic Stimuli Utilizing Large Language Models. SMC (2023)
Eri Kuroda, Ichiro Kobayashi
Predictive Inference Model of the Physical Environment that Emulates Predictive Coding. DS (2023)
Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi
Constructing a Japanese Business Email Corpus Based on Social Situations. PACLIC (2023)
Fei Cheng, Masayuki Asahara, Ichiro Kobayashi, Sadao Kurohashi
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. CoRR (2023)
Lis Pereira, Ichiro Kobayashi
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection. SemEval@NAACL (2022)
Chihiro Maru, Boris Brandherm, Ichiro Kobayashi
Combining Transformer with a Discriminator for Anomaly Detection in Multivariate Time Series. SCIS/ISIS (2022)
Yuri Murayama, Ichiro Kobayashi
Towards Question Answering with Multi-hop Reasoning over Knowledge using a Neural Network Model with External Memories. SCIS/ISIS (2022)
Lis Kanashiro Pereira, Ichiro Kobayashi
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection. CoRR (2022)
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi
Spatio-temporal categorization for first-person-view videos using a convolutional variational autoencoder and Gaussian processes. Future Internet 9 (2022)
Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura
Open-domain Video Commentary Generation. EMNLP (2022)
Chihiro Maru, Boris Brandherm, Ichiro Kobayashi
Verification of Sparsity in the Attention Mechanism of Transformer for Anomaly Detection in Multivariate Time Series. Big Data (2022)
Sayako Watanabe, Ichiro Kobayashi
Image Generation Reflecting the Meaning of Language That Reveals Object's Attributes. SCIS/ISIS (2022)
Mayuko Kimura, Lis Kanashiro Pereira, Ichiro Kobayashi
Toward Building a Language Model for Understanding Temporal Commonsense. AACL/IJCNLP 2022 (Student Research Workshop) (2022)
Mayuko Kimura, Lis Kanashiro Pereira, Ichiro Kobayashi
Effective Masked Language Modeling for Temporal Commonsense Reasoning. SCIS/ISIS (2022)
Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi
Hierarchical Processing of Visual and Language Information in the Brain. AACL/IJCNLP (Findings) (2022)
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi
Spatio-temporal categorization for first-person-view videos using a convolutional variational autoencoder and Gaussian processes. Frontiers Robotics AI 9 (2022)
Haruka Taguchi, Satoshi Nishida, Shinji Nishimoto, Ichiro Kobayashi
Validation of the Role of Attention Mechanism in Predicting Brain Activity. SCIS/ISIS (2022)
Ayano Enta, Ichiro Kobayashi
Building a Control Method through Verbalizing the Internal Behavior of a Deep Reinforcement Learning Model. SCIS/ISIS (2022)
Erica K. Shimomoto, Edison Marrese-Taylor, Hiroya Takamura, Ichiro Kobayashi, Hideki Nakayama, Yusuke Miyao
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding. CoRR (2022)
Ying Luo, Lis Pereira, Ichiro Kobayashi
OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models. SMM4H@NAACL-HLT (2021)
Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi
Targeted Adversarial Training for Natural Language Understanding. CoRR (2021)
Lis Pereira, Xiaodong Liu, Hao Cheng, Hoifung Poon, Jianfeng Gao, Ichiro Kobayashi
Targeted Adversarial Training for Natural Language Understanding. NAACL-HLT (2021)
Yuki Taya, Lis Kanashiro Pereira, Fei Cheng, Ichiro Kobayashi
OCHADAI-KYODAI at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction. CoRR (2021)
Lis Kanashiro Pereira, Yuki Taya, Ichiro Kobayashi
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently. BlackboxNLP@EMNLP (2021)
Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Hiroya Takamura, Yusuke Miyao, Ichiro Kobayashi
Controlling contents in data-to-document generation with human-designed topic labels. Comput. Speech Lang. 66 (2021)
Yumi Hamazono, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi
Unpredictable Attributes in Market Comment Generation. PACLIC (2021)
Tatsuya Ishigaki, Goran Topic, Yumi Hamazono, Hiroshi Noji, Ichiro Kobayashi, Yusuke Miyao, Hiroya Takamura
Generating Racing Game Commentary from Vision, Language, and Structured Data. INLG (2021)
Lis Pereira, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
ALICE++: Adversarial Training for Robust and Effective Temporal Reasoning. PACLIC (2021)
Yuki Taya, Lis Kanashiro Pereira, Fei Cheng, Ichiro Kobayashi
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction. SemEval@ACL/IJCNLP (2021)
Chenjing Geng, Fei Cheng, Masayuki Asahara, Lis Kanashiro Pereira, Ichiro Kobayashi
Dependency Enhanced Contextual Representations for Japanese Temporal Relation Classification. PACLIC (2021)
Fei Cheng, Masayuki Asahara, Ichiro Kobayashi, Sadao Kurohashi
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. EMNLP (Findings) (2020)
Lis Pereira, Xiaodong Liu, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
Adversarial Training for Commonsense Inference. CoRR (2020)
Yumi Hamazono, Yui Uehara, Hiroshi Noji, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi
Market Comment Generation from Data with Noisy Alignments. INLG (2020)
Yui Uehara, Tatsuya Ishigaki, Kasumi Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao
Learning with Contrastive Examples for Data-to-Text Generation. COLING (2020)
Lis Pereira, Xiaodong Liu, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
Adversarial Training for Commonsense Inference. RepL4NLP@ACL (2020)
Akari Inago, Hiroshi Tsukahara, Ichiro Kobayashi
Parsing Parking Instructions for Self-driving Cars into Spatial Semantic Descriptions. J. Comput. 14 (5) (2019)
Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura
Learning to Select, Track, and Generate for Data-to-Text. CoRR (2019)
Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura
Learning to Select, Track, and Generate for Data-to-Text. ACL (1) (2019)
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Wataru Takano
High-dimensional Motion Segmentation by Variational Autoencoder and Gaussian Processes. IROS (2019)
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Wataru Takano
HVGH: Unsupervised Segmentation for High-Dimensional Time Series Using Deep Neural Compression and Statistical Generative Model. Frontiers Robotics AI 6 (2019)
Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao
Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels. INLG (2019)
Chihiro Fujiyama, Ichiro Kobayashi
A Comprehensive Analysis of Semantic Compositionality in Text-to-Image Generation. ViGIL@NeurIPS (2019)
Tadahiro Taniguchi, Daichi Mochihashi, Takayuki Nagai, Satoru Uchida, Naoya Inoue, Ichiro Kobayashi, Tomoaki Nakamura, Yoshinobu Hagiwara, Naoto Iwahashi, Tetsunari Inamura
Survey on frontiers of language and robotics. Adv. Robotics 33 (15-16) (2019)
Kaori Kumagai, Ichiro Kobayashi, Daichi Mochihashi, Hideki Asoh, Tomoaki Nakamura, Takayuki Nagai
Natural Language Generation Using Monte Carlo Tree Search. J. Adv. Comput. Intell. Intell. Informatics 22 (5) (2018)
Yuri Murayama, Ichiro Kobayashi, Takeshi Morita, Yukiko I. Nakano, Takahira Yamaguchi
Development of an Access Method to Menu Ontology Data through Converting Natural Language into SPARQL Queries. JIST (Workshops & Posters) (2018)
Jie Zeng, Yukiko I. Nakano, Takeshi Morita, Ichiro Kobayashi, Takahira Yamaguchi
Eliciting User Food Preferences in terms of Taste and Texture in Spoken Dialogue Systems. MHFI@ICMI (2018)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. SMC (2018)
Tatsuya Aoki, Akira Miyazawa, Tatsuya Ishigaki, Keiichi Goshima, Kasumi Aoki, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao
Generating Market Comments Referring to External Resources. INLG (2018)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. CoRR (2018)
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Masahide Kaneko
Sequence Pattern Extraction by Segmenting Time Series Data Using GP-HSMM with Hierarchical Dirichlet Process. IROS (2018)
Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh, Masahide Kaneko
Segmenting Continuous Motions with Hidden Semi-markov Models and Gaussian Processes. Frontiers Neurorobotics 11 (2017)
Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Semantic representation in the cerebral cortex with sparse coding. SMC (2017)
Mariho Ohyama, Ichiro Kobayashi
Efficient estimation for shared latent space using multi-layer perceptron. SMC (2017)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity. ACL (Student Research Workshop) (2016)
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh
Learning word meanings and grammar for verbalization of daily life activities using multilayered multimodal latent Dirichlet allocation and Bayesian hidden Markov models. Adv. Robotics 30 (11-12) (2016)
Kaori Kumagai, Ichiro Kobayashi, Daichi Mochihashi, Hideki Asoh, Tomoaki Nakamura, Takayuki Nagai
Human-like Natural Language Generation Using Monte Carlo Tree Search. CC-NLG (2016)
Sae Iijima, Ichiro Kobayashi
A POMDP-based Multimodal Interaction System Using a Humanoid Robot. PACLIC (2016)
Kasumi Aoki, Ichiro Kobayashi
Linguistic summarization using a weighted N-gram language model based on the similarity of time-series data. FUZZ-IEEE (2016)
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh
Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments. EMNLP (2015)
Hideki Asoh, Ichiro Kobayashi
Zero-Shot Learning of Language Models for Describing Human Actions Based on Semantic Compositionality of Actions. PACLIC (2014)
Sayuri Anbe, Ichiro Kobayashi
An approach to category classification of cosmetics reviews based on brand names. SCIS&ISIS (2014)
Haruka Shigematsu, Ichiro Kobayashi
Topic-based Multi-document Summarization using Differential Evolution forCombinatorial Optimization of Sentences. PACLIC (2014)
Akiko Eriguchi, Ichiro Kobayashi
Label Propagation for Text Classification Using Latent Topics. J. Adv. Comput. Intell. Intell. Informatics 18 (5) (2014)
Satoko Suzuki, Ichiro Kobayashi
On-line Summarization of Time-series Documents using a Graph-based Algorithm. PACLIC (2014)
Shiori Ichinose, Ichiro Kobayashi, Michiaki Iwazume, Kouji Tanaka
Ranking the Results of DBpedia Retrieval with SPARQL Query. JIST (2013)
Yasuhiro Noguchi, Satoru Kogure, Makoto Kondo, Ichiro Kobayashi, Hideki Asoh, Akira Takagi, Tatsuhiro Konishi, Yukihiro Itoh
Event Sequence Model for Semantic Analysis of Time and Location in Dialogue System. PACLIC (2013)
Sachiko Soga, Ichiro Kobayashi
A study on the efficiency of learning a robot controller in various environments. ADPRL (2013)
Akiko Eriguchi, Ichiro Kobayashi
High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning. ACL (Student Research Workshop) (2013)
Yasuhiro Noguchi, Makoto Kondo, Satoru Kogure, Tatsuhiro Konishi, Yukihiro Itoh, Akira Takagi, Hideki Asoh, Ichiro Kobayashi
Generating a variety of expressions from visual information and user-designated viewpoints. iCAST/UMEDIA (2013)
Midori Serizawa, Ichiro Kobayashi
A Study on Query Expansion Based on Topic Distributions of Retrieved Documents. CICLing (2) (2013)
Yukari Ogura, Ichiro Kobayashi
Text Classification based on the Latent Topics of Important Sentences extracted by the PageRank Algorithm. ACL (Student Research Workshop) (2013)
Michiaki Iwazume, Ken Kaneiwa, Ichiro Kobayashi
KC3 Browser: Semantic Service Mush-up for Global Knowledge Sharing and Discovery. SNPD (2012)
Kanako Onishi, Ichiro Kobayashi
Information Enhancement on a Focused Object Using Linked Data. J. Adv. Comput. Intell. Intell. Informatics 16 (1) (2012)
Mizuki Kobayashi, Ichiro Kobayashi
An approach to linguistic summarization based on comparison among multiple time-series data. SCIS&ISIS (2012)
Midori Serizawa, Ichiro Kobayashi
Topic Tracking Based on Identifying Proper Number of the Latent Topics in Documents. J. Adv. Comput. Intell. Intell. Informatics 16 (5) (2012)
Risa Kitajima, Ichiro Kobayashi
Latent Topic Estimation Based on Events in a Document. J. Adv. Comput. Intell. Intell. Informatics 16 (5) (2012)
Hitomi Sawamura, Ichiro Kobayashi
An approach to extraction of causal chains among events in multiple documents. SCIS&ISIS (2012)
Risa Kitajima, Ichiro Kobayashi
Latent topic estimation based on events in a document. NLPKE (2011)
Risa Kitajima, Ichiro Kobayashi
A Latent Topic Extracting Method based on Events in a Document and its Application. ACL (Student Session) (2011)
Ichiro Kobayashi, Mami Noumi, Atsuko Hiyama
A study on verbalization of human behaviors in a room. FUZZ-IEEE (2010)
Asami Yajima, Ichiro Kobayashi
"Easy" Cooking Recipe Recommendation Considering User's Conditions. Web Intelligence/IAT Workshops (2009)
Ichiro Kobayashi, Naoko Okumura
Verbalizing Time-series Data: With an Example of Stock Price Trends. IFSA/EUSFLAT Conf. (2009)
Sayaka Ajikata, Ichiro Kobayashi
A Study on TODO Task Management at Home. SoCPaR (2009)
Ichiro Kobayashi, Naoko Okumura
Text Generation for Explaining the Behavior of 2D Charts: With an Example of Stock Price Trends. NTCIR (2008)
Ichiro Kobayashi, Naoko Okumura
Verbal Explaining of the Behavior of Time-Series Data. Web Intelligence/IAT Workshops (2008)
Chiaki Watanabe, Ichiro Kobayashi
Intelligent Information Presentation Corresponding to User Request Based on Collaboration Between Text and 2D Charts. J. Adv. Comput. Intell. Intell. Informatics 12 (1) (2008)
Ichiro Kobayashi, Mai Saito
A Study on an Information Recommendation System that Provides Topical Information Related to User's Inquiry for Information Retrieval. New Gener. Comput. 26 (1) (2007)
Ichiro Kobayashi, Tomoko Tsunawaki
Intelligent Help System that Synchronizes Application Software Operation: Toward Intelligent Tailor-Made Information Provision. J. Adv. Comput. Intell. Intell. Informatics 11 (10) (2007)
Yasuko Matsubara, Ichiro Kobayashi
Development of a Desktop Search System Using Correlation between User's Schedule and Data in a Computer. Web Intelligence/IAT Workshops (2007)
Ichiro Kobayashi
Editorial. J. Adv. Comput. Intell. Intell. Informatics 10 (6) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ichiro Kobayashi