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2022


Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa: ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), ACM Press, (to appear in 2022)


Adam Jatowt: Temporal Question Answering in News Article Collections. Proceedings of the 12th Temporal Web Analytics Workshop (TempWeb 2022) in conjunction with the Web Conference 2022, Lyon, France, ACM Press, Keynote abstract (to appear in 2022)


Nur Athirah Azhar, Syafiq Muhammad Mohd Pozi, Aniza Mohamed Din, Adam Jatowt An Investigation of SMOTE based Methods for Imbalanced Datasets with Data Complexity Analysis, Transactions on Knowledge and Data Engineering (TKDE), IEEE (to appear in 2022)


Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt: Change-oriented Summarization of Temporal Scholarly Document Collections by Semantic Drift Analysis, IEEE Access, IEEE Press, (to appear in 2022)


Yao Zhang, Peiyao Li, Hongru Liang, Adam Jatowt, Zhenglu Yang: Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), ACL findings paper (to appear)


Adam Jatowt, Antoine Doucet, Ricardo Campos: Diachronic Analysis of Time References in News Articles. Proceedings of the 12th Temporal Web Analytics Workshop (TempWeb 2022) in conjunction with the Web Conference 2022, Lyon, France (to appear in 2022)


Hai Thi Tuyet Nguyen, Adam Jatowt, Mickael Coustaty, Antoine Doucet: ReadOCR: A Novel Dataset and Readability Assessment of OCRed Texts. Proceedings of 15th IAPR International Workshop on Document Analysis Systems (DAS 2022), La Rochelle, France, Springer (to appear in 2022)


Yash Verma, Anubhav Jangra, Sriparna Saha, Adam Jatowt and Dwaipayan Roy: MAKED: Multi-lingual Automatic Keyword Extraction Dataset, Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), ACL Press (to appear in 2022)


Wan Jou She, Chee Siang Ang, Robert A. Neimeyer, Laurie A Burke, Yihong Zhang, Adam Jatowt, Yukiko Kawai, Jun Hu, Matthias Rauterberg, Holly G. Prigerson, Panote Siriaraya: Investigation of a Web-based Explainable AI Screening for Prolonged Grief Disorder, IEEE Access, IEEE Press, (to appear) {impact factor: 3.37}


Yijun Duan, Xin Liu, Adam Jatowt, Hai-Tao Yu, Steven Lynden, Kyoung-Sook Kim, Akiyoshi Matono: Anonymity Can Help Minority: A Novel Synthetic Data Over-sampling Strategy on Multi-label Graphs. Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022) (to appear in 2022)


Yijun Duan, Xin Liu, Adam Jatowt, Hai-Tao Yu, Steven Lynden, Kyoung-Sook Kim, Akiyoshi Matono: Dual Cost-sensitive Graph Convolutional Network, Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN 2022) (to appear in 2022)


2021

Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa and Michael Farber: Improving Question Answering for Event-focused Questions in Temporal Collections of News Articles, Information Retrieval Journal (IRJ), Springer 24(1):29-54 {impact factor: 2.19} PDF


Jun Lee, Adam Jatowt and Kyoung-Sook Kim: Discovering Underlying Sensations of Human Emotions based on Social Media, Journal of the Association for Information Science and Technology (JASIST), 72, pp. 417-432, Wiley-Blackwell (2021) {impact factor: 2.8} PDF


Thi Tuyet Hai Nguyen, Adam Jatowt, Mickaël Coustaty and Antoine Doucet: Survey of Post-OCR Processing Approaches, ACM Computing Surveys, ACM Press (2021) {impact factor: 8.96} PDF


Yasunobu Sumikawa, Adam Jatowt: Analyzing History-related Posts in Twitter, Int. Journal of Digital Libraries 22(1): 105-134 (2021) PDF


Yan Wu, Tianqui Xia, Adam Jatowt, Haoran Zhang, Xiao Feng, Ryosuke Shibasaki, Kyoung-Sook Kim: Context-aware Heatstroke Relief Station Placement and Route Optimization for Large Outdoor Events. Int J Health Geogr 20, 23 (2021) {impact factor: 2.21} PDF


Yasunobu Sumikawa, Adam Jatowt: Annotated Dataset of History-related Tweets. Data in Brief (38), Elsevier, pp. 1-5 (2021)


Zhengkun Zhang, Jun Wang, Adam Jatowt, Zhe Sun, Shao-Ping Lu, Zhenglu Yang: News Content Completion with Location-aware Image Selection, Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 2021), AAAI Press, pp. 14498-14505 (2021) PDF


Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang: Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction, Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 2021), AAAI Press, pp. 4679-4687 (2021) PDF


Yao Zhang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Xin Wei, Ning Jiang and Zhenglu Yang: A General Multi-hop Reasoning Model for KG Completion, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), pp. 3437-3446 (2021)


Adam Jatowt, I-Chen Hung, Michael Färber, Ricardo Campos and Masatoshi Yoshikawa: Exploding TV Sets & Disappointing Laptops: Suggesting Interesting Content in News Archives based on Surprise Estimation, Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy, Springer, pp. 254-269 (2021) PDF


Arian Pasquali, Ricardo Campos, Alexandre Ribeiro, Brenda Santana, Alipio M. Jorge and Adam Jatowt: TLS-Covid19: A New Annotated Corpus for Timeline Summarization, Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy, Springer, pp. 497-512 (2021) PDF


Adam Jatowt: Timeline as Information Retrieval and Ranking Unit in News Search, Proceedings of the 2nd International Conference on Design of Experimental Search & Information REtrieval Systems, pp. 1-2 (DESIRES 2021) (2021) PDF


Yu Yi, Adam Jatowt, Antoine Doucet, Kazunari Sugiyama, Masatoshi Yoshikawa: Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, pp. 377-387 (ACL-IJCNLP 2021) (2021) PDF


Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa: Event Occurrence Date Estimation based on Multivariate Time Series Analysis over Temporal Document Collections. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), ACM Press, pp. 398-407 (2021) PDF


Anubhav Jangra, Sriparna Saha, Adam Jatowt and Mohammed Hasanuzzaman: Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), ACM Press, pp. 818-828 (2021) PDF


Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu and Tiejun Zhao: A Neural Conversation Generation Model via Equivalent Shared Memory Investigation, Proceedings of the 30th International Conference on Information and Knowledge Management (CIKM 2021), ACM Press, pp. 771-781 (2021) PDF


Pavel Savov, Adam Jatowt and Radoslaw Nielek: Scientific Paper Age Prediction, Proceedings of the International Conference on Computational Science (ICCS 2021), Springer, pp. 728-735 (2021) PDF


Mari Sato, Adam Jatowt, Yijun Duan, Ricardo Campos, Masatoshi Yoshikawa: Estimating Contemporary Relevance of Past News, Proceedings of the 21tst ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2021), ACM Press, Illinois, USA, pp. 70-79 (2021) [Winner of Vannevar Bush Best Paper Award] PDF


Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt: Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis, Proceedings of the 21tst ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2021), ACM Press, Illinois, USA, pp. 234-237 (2021) PDF


Stephen Mutuvi, Emanuela Boros, Antoine Doucet, Gaël Lejeune, Adam Jatowt and Moses Odeo: Token-level Multilingual Epidemic Dataset for Event Extraction, Proceedings of the 25th conference on Theory and Practice of Digital Libraries (TPDL 2021), pp. 55-59 (2021)


Yijun Duan, Adam Jatowt, Masatoshi Yoshikawa, Xin Liu and Akiyoshi Matono: Diachronic Linguistic Periodization of Temporal Document Collections for Discovering Evolutionary Word Semantics, Proceedings of the International Conference on Asia-Pacific Digital Libraries (ICADL 2021), Springer LNCS, pp. 3-17 (2021)


Stephen Mutuvi, Emanuela Boros, Antoine Doucet, Gaël Lejeune, Adam Jatowt and Moses Odeo: Multilingual Epidemic Event Extraction, Proceedings of 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021), Springer LNCS, pp. 139-156 (2021)


Adam Jatowt, Nina Tahmasebi and Lars Borin: Computational Approaches to Lexical Semantic Change: Visualization Systems and Novel Applications, In: Tahmasebi et al. (Eds.): Computational Approaches to Semantic Change, Languauge Variation Series, Language Science Press, pp. 311-340 (2021) PDF


Yijun Duan, Adam Jatowt, and Masatoshi Yoshikawa: Structured Representation of Temporal Document Collections by Diachronic Linguistic Periodization, In: Tahmasebi et al. (Eds.): Computational Approaches to Semantic Change, Languauge Variation Series, Language Science Press, pp. 261-286 (2021) PDF


Nina Tahmasebi, Lars Borin and Adam Jatowt: Survey of Computational Approaches to Lexical Semantic Change Detection, In: Tahmasebi et al. (Eds.): Computational Approaches to Semantic Change, Language Variation Series, Language Science Press, pp. 1-92 (2021) PDF


Ricardo Campos, Arian Pasquali, Adam Jatowt, Vítor Mangaravite, and Alípio Jorge: Automatic Generation of Timelines for Past-Web Events. In: Gomes D., Demidova E., Winters J., Risse T. (eds) The Past Web. Springer, pp. 225-242 (2021) PDF