Publications 2020

Journal Papers

  • André Greiner-Petter, Abdou Youssef, Terry Ruas, Bruce R. Miller, Moritz Schubotz, Akiko Aizawa, Bela Gipp: “Math-Word Embedding in the Math Search and Semantic Extraction.” Scientometrics Open Access, Published: 09 June 2020 [link]
  • Sreekanth Madisetty, Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Akiko Aizawa: “A Neural Approach for Detecting Inline Mathematical Expressions from Scientific Documents.” Expert Systems (Wiley) (accepted). DOI: 10.1111/exsy.12576

Conference/Workshop Papers

  • Vitou Phy, Yang Zhao, and Akiko Aizawa: “Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems.” The 28th International Conference on Computational Linguistics (COLING 2020). December, 2020. (accepted)
  • Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, and Akiko Aizawa: “Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.” The 28th International Conference on Computational Linguistics (COLING 2020). December, 2020. (accepted)
  • Takuma Udagawa, Takato Yamazaki, and Akiko Aizawa: “A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions.” The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). November, 2020.
  • Taichi Iki and Akiko Aizawa; “Language-Conditioned Feature Pyramids for Visual Selection Tasks.” The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). November, 2020.
  • Takuto Asakura, André Greiner-Petter, Akiko Aizawa, and Yusuke Miyao:”Towards Grounding of Formulae.” The First Workshop on Scholarly Document Processing (SDP 2020), collocated with the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). November, 2020.
  • Paul Molloy, Joeran Beel and Akiko Aizawa: “Virtual Citation Proximity (VCP): Empowering Document Recommender Systems by Learning a Hypothetical In-Text Citation-Proximity Metric For Uncited Documents.” 8th International Workshop on Mining Scientific Publications (WOSP2020), held online, in conjunction with JCDL 2020. August 5, 2020.
  • Florian Boudin, Ygor Gallina, Akiko Aizawa: “Keyphrase Generation for Scientific Document Retrieval.” The 58th annual meeting of the Association for Computational Linguistics (ACL 2020), July 5-10, 2020. [link]
  • Kenichi Iwatsuki, Florian Boudin, and Akiko Aizawa: “An Evaluation Dataset for Identifying Communicative Functions of Sentences in English Scholarly Papers.” The 12th International Conference on Language Resources and Evaluation, pp.1705-1713. Marseille, France, May 11-16, 2020. [link]
  • André Greiner-Petter, Moritz Schubotz, Fabian Müller, Corinna Breitinger, Howard Cohl, Akiko Aizawa, Bela Gipp: “Discovering Mathematical Objects of Interest – A Study of Mathematical Notations.” The Web Conference 2020 (WWW ’20). pp.1445–1456, April 2020.[link]
  • Nobuhiro Ito, Yuya Suzuki, and Akiko Aizawa: “From Natural Language Instructions to Complex Processes: Issues on Chaining Trigger Action Rules.” W14: Intelligent Process Automation — RPA Meets AI (IPA-20), in the 34th AAAI Conference on Artificial Intelligence (AAAI-20). New York, New York, USA, February 7-12, 2020. [link]
  • Takuma Udagawa and Akiko Aizawa: “An Annotated Corpus of Reference Resolution for Interpreting Common Grounding.” The 34th AAAI Conference on Artificial Intelligence (AAAI-20). New York, New York, USA, February 7-12, 2020. [link]
  • Saku Sugawara, Pontus Stenetorp, Kentaro Inui, and Akiko Aizawa: “Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets.” The 34th AAAI Conference on Artificial Intelligence (AAAI-20). New York, New York, USA, February 7-12, 2020. [link]

Others

  • Takuto Asakura, Andre Greiner-Petter, Akiko Aizawa, and Yusuke Miyao: “Dataset Creation for Grounding of Formulae.” Fourth International Workshop on SCIentific DOCument Analysis (SCIDOCA2020) associated with JSAI International Symposia on AI 2020 (IsAI-2020). November, 2020.
  • An Dao and Akiko Aizawa: “Named Entity Recognition on COVID-19 Scientific Papers.” Fourth International Workshop on SCIentific DOCument Analysis (SCIDOCA2020) associated with JSAI International Symposia on AI 2020 (IsAI-2020). November, 2020.
  • Akiko Aizawa and Michael Kolhase: “Mathematical Information Retrieval.” Chapter 12, in “Evaluating Information Retrieval and Access Tasks–NTCIR’s Legacy of Research Impact”. Tetsuya Sakai, Douglas W. Oard, Noriko Kando (eds.), pp.169-185. Springer. 2020. DOI: 10.1007/978-981-15-5554-1 [link]
  • Takato Yamazaki, Takuma Udagawa, Taichi Iki, Vitou Phy, Taku Sakamoto, Akiko Aizawa: “Common Grounding Dialog Challenge.” Dialog System Technology Challenge 8 (DSTC8), Workshop in the 34th AAAI Conference on Artificial Intelligence (AAAI-20). New York, New York, USA, February 7-12, 2020.
  • Kazutoshi Shinoda, Akiko Aizawa: “Variational Question-Answer Pair Generation for Machine Reading Comprehension.” arXiv preprint arXiv:2004.03238, 2020. [link]