Effectiveness of Metaheuristic Methods on Bayesian Optimization in the Classification of Visual Field Defects
Masyitah Abu, Nik Adilah Hanin Zahri, Amiza Amir, Muhammad Izham Ismail, Azhany Yaakub, Fumiyo Fukumoto and Yoshimi Suzuki
Diagnostics 2023, 13, 1946.
STaTRL: Spatial-temporal and text representation learning for POI recommendation
Xinfeng Wang, Fumiyo Fukumoto, Jiyi Li, Dongjin Yu and Xiaoxiao Sun
Applied Intelligence, 1-16, 2022.
Citation Count Prediction Based on Neural Hawkes Model
Lisha Liu, Dongjin Yu, Dongjing Wang, Fumiyo Fukumoto
IEICE Transactions on Information & Systems, 103-D(11), pp. 2379-2388, 2020.
Unsupervised Predominant Sense Detection and its Application to Text Classification
Attaporn Wangpoonsarp, Kazuya Shimura, Fumiyo Fukumoto
Applied Sciences, 10(17), 6052, 2020.
English and Chinese Neural Metonymy Recognition Based on Semantic Priority Interruption Theory
Chuandong Su, Xiaoxi Huang, Fumiyo Fukumoto, Jiyi Li, Rongbo Wang, Zhiqun Chen
IEEE Access 8, pp. 30060-30068, 2020.
Referred Conference Papers
Enhancing High-order Interaction Awareness in LLM-based Recommender Model
Xinfeng Wang, Jin Cui, Yoshimi Suzuki and Fumiyo Fukumoto
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), To Appear, 2024.
RDRec: Rationale Distillation for LLM-based Recommendation
Xinfeng Wang, Jin Cui, Yoshimi Suzuki and Fumiyo Fukumoto
The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), pp. 65-74, 2024.
NFARec: A Negative Feedback-Aware Recommender Model
Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li and Dongjin Yu
The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), pp. 935-945, 2024.
CaDRec: Contextualized and Debiased Recommender Model
Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li and Dongjin Yu
The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), pp. 405-415, 2024.
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Noriko Tomuro and Wanzeng Kong
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 5843-5855, 2024
Improving Peer-Review Score Prediction via Pretrained Model with Intermediate-Task Training
Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki
The 18th International Conference on Ubiquitous Information Management and Communication (IMCOM), pp. 1-5, 2024
Can Dynamic Prompt Help Sentiment Style Transfer?
Sheng Xu, Fumiyo Fukumoto, Kentaro Go and Yoshimi Suzuki
The 31th International Conference on Neural Information Processing (ICONIP 2024), pp. To Appear, 2024
Reduction-Synthesis: Plug-and-Play for Sentiment Style Transfer
Sheng Xu, Fumiyo Fukumoto and Yoshimi Suzuki
The 17th International Natural Language Generation Conference (INLG 2024), pp. 330-343, 2024
Intermediate-Task Transfer Learning for Peer Review Score Prediction
Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL): Student Research Workshop (SRW), pp. 40-47, 2023
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis
Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Wanzeng Kong
Proceedings of Findings of the Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP), pp. 11345-11358, 2023
Identifying Self-admitted Technical Debt with Context-Based Ladder Network
Aiyue Gong, Fumiyo Fukumoto, Panitan Muangkammuen, Jiyi Li and Dongjin Yu
Proceedings of the 30th International Conference, International Conference on Neural Information Processing(ICONIP), pp. 84-97, 2023
Decoupling Style from Contents for Positive Text Reframing
Sheng Xu, Yoshimi Suzuki, Jiyi Li and Fumiyo Fukumoto
Proceedings of the 30th International Conference, International Conference on Neural Information Processing(ICONIP), pp. 73-84, 2023
Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation
Fumiyo Fukumoto and Shou Asakawa
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics(IJNLP-AACL), pp.171-177, 2023.
Learning Disentangled Meaning and Style Representations for Positive Text Reframing
Xu Sheng, Fumiyo Fukumoto, Jiyi Li, Go Kentaro, Yoshimi Suzuki
Proceedings of the 16th International Natural Language Generation Conference (INLG), pp. 424-430, 2023.
EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation
Wang Xinfeng, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, and Dongjin Yu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), pp. 383-392, 2023.
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction
Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, and Yoshimi Suzuki
Proceedings of findings of the 2022 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2022), pp. 2233-2240, 2022.
A multi-task based Bilateral-Branch Network for Imbalanced citation Intent Classification
Tianxiang Hu, Jiyi, Li, Fumiyo fukumoto, and Renjie Zhou
Proceedings of the International Conference on Ubiquitous Information Management and Communication, pp. 1-8, 2022.
Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification
Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), pp. 3580-3586, Nov. 2021.
Paraphrase Identification with Neural Elaboration Relation Learning
Sheng Xu, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki
Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021), pp. 562-573, 2021.
Neural Local and Global Contexts Learning for Word Sense Disambiguation
Fumiyo Fukumoto, Taishin Mishima, Jiyi Li and Yoshimi Suzuki
Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021), pp. 537-549, 2021.
Multi-task Neural Shared Structure Search: A Study based on Text Mining
Jiyi Li and Fumiyo Fukumoto
Proceeding of the 26th International Conference on Database Systems for Advanced Applications (DASFAA 2021), pp. 202-218, Apr. 2021.
Label Aggregation for Crowdsourced Triplet Similarity Comparisons
Jiyi Li, Lucas Ryo Endo and Hisashi Kashima
Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021), pp.176-185, 2021.
Happy Text Entering: Promoting Subjective Well-being using an Input Method for Presenting Positive Words and Phrases
Kentaro Go, Yuki Moriya, Yuichiro Kinoshita, Jiyi Li and Fumiyo Fukumoto
Proceedings of the 32nd Australian Conference on Human-Computer-Interaction (OzCHI 2021 (Late Breaking Work)), pp. 153-158, 2021.
Predominant Sense Acquisition with a Neural Random Walk Model
Attaporn Wangpoonsarp, Fumiyo Fukumoto
Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021), pp.284-295, 2021.
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
Wenshuo Yang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye
Proceeding of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), pp. 121-126, Nov. 2020.
A Neural Local Coherence Analysis Model for Clarity Text Scoring
Panitan Muangkammuen, Sheng Xu, Fumiyo Fukumoto, Kanda Runapongsa Saikaew and Jiyi Li
Proceeding of the 28th International Conference on Computational Linguistics (COLING 2020), pp. 2138-2143, Dec. 2020.
DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection
Chuandong Su, Fumiyo Fukumoto, Xiaoxi Huang, Jiyi Li, Rongbo Wang and Zhiqun Chen
Proceeding of the Second Workshop on Figurative Language Processing (FigLang 2020, conjunction with ACL 2020), first place of the Metaphor detection shared task, pp. 30-39, Jul. 2020.
Sentiment analysis using semi-supervised learning with few labeled data
Yuhao Pan, Zhiqun Chen, Yoshimi Suzuki, Fumiyo Fukumoto, Hiromitsu Nishizaki
Proceeding of the 19th International Conference on Cyberworlds 2020 (CW 2020), pp. 231-234, Sep. 2020.
Multi-task Learning for Automated Essay Scoring with Sentiment Analysis
Panitan Muangkammuen, Fumiyo Fukumoto
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop (AACL/IJCNLP (Student Research Workshop)), pp. 116-123, Dec. 2020.
Semi-Automatic Construction and Refinement of an Annotated Corpus for a Deep Learning Framework for Emotion Classification
Jiajun Xu, Kyosuke Masuda, Hiromitsu Nishizaki, Fumiyo Fukumoto, Yoshimi Suzuki
Proceedings of The 12th Language Resources and Evaluation Conference (LREC 2020), pp. 1611-1617, May. 2020.
Multi-task Peer-Review Score Prediction
Jiyi Li, Ayaka Sato, Kazuya Shimura and Fumiyo Fukumoto
Proceeding of the First Workshop on Scholarly Document Processing (SDP 2020, conjunction with EMNLP2020), pp. 121-126, Nov. 2020.
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization
Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima
Proceeding of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), pp. 1534-1541, Jul. 2020.
AffectI: A Game for Diverse, Reliable, and Efficient Affective Image Annotation
Xingkun Zuo, Jiyi Li, Qili Zhou, Jianjun Li, Xiaoyang Mao
Proceeding of the 28th ACM International Conference on Multimedia (MM 2020), pp.529-537, Oct.2020.
CrowDEA: Multi-view Idea Prioritization with Crowds
Yukino Baba, Jiyi Li, Hisashi Kashima
Proceeding of the eighth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2020), Vol.8, No.1, pp.23-32, Oct. 2020.
Non Referred papers
Improving Peer-Review Score Prediction with Semi-Supervised Learning and Denoising Networks
Panitan Muangkammuen, 福本文代, 李吉屹, 鈴木良弥
言語処理学会第29回年次大会 (NLP2023), D7-11, 2023年3月.
Disentangling Meaning and Style for Positive Text Reframing
徐勝, 鈴木良弥, 李吉屹, 郷健太郎, 福本文代
言語処理学会第29回年次大会 (NLP2023), D11-13, 2023年3月.