| 2026 | AAAI | Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts. | Xanh Ho, Yun-Ang Wu, Sunisth Kumar, Florian Boudin, Atsuhiro Takasu, Akiko Aizawa |
| 2026 | AAAI | Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering. | Yihua Zhu, Qianying Liu, Akiko Aizawa, Hidetoshi Shimodaira |
| 2026 | ACL | Towards Reliable Paper Contributions Annotation in the ACL Rolling Review. | Julien Aubert-Bduchaud, Florian Boudin, Akiko Aizawa, Batrice Daille, Richard Dufour |
| 2026 | ACL | MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning. | Fan Gao, Sherry T. Tong, Jiwoong Sohn, Jiahao Huang, Junfeng Jiang, Ding Xia, Piyalitt Ittichaiwong, Kanyakorn Veerakanjana, Hyunjae Kim, Qingyu Chen, Edison Marrese-Taylor, Kazuma Kobayashi, Akiko Aizawa, Irene Li |
| 2026 | ACL | Refining and Reusing Annotation Guidelines for LLM Annotation. | Kon Woo Kim, Jin-Dong Kim, Akiko Aizawa |
| 2026 | ACL | Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning. | Yusuke Yamauchi, Akiko Aizawa |
| 2026 | ACL | Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs. | Yihua Zhu, Qianying Liu, Jiaxin Wang, Fei Cheng, Chaoran Liu, Akiko Aizawa, Sadao Kurohashi, Hidetoshi Shimodaira |
| 2026 | EACL | Completely Modular Fine-tuning for Dynamic Language Adaptation. | Zhe Cao, Yusuke Oda, Qianying Liu, Akiko Aizawa, Taro Watanabe |
| 2026 | EACL | From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions. | Yusuke Yamauchi, Akiko Aizawa |
| 2026 | EACL | Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation. | Xin Zhao, Naoki Yoshinaga, Tsuta Yuma, Akiko Aizawa |
| 2026 | LREC | Building Effective Japanese Medical LLMs with an Open Recipe for Domain Adaptation through Continued Pre-training. | Akiko Aizawa, Yuki Arase, Fei Cheng, Jiahao Huang, Zhiyi Huang, Junfeng Jiang, Teruhito Kanazawa, Daisuke Kawahara, Kazuma Kobayashi, Takashi Kodama, Sadao Kurohashi, Yusuke Oda, Tsuta Yuma, Zhen Wan, Zhishen Yang, Rio Yokota |
| 2026 | LREC | SciClaimEval: Cross-modal Claim Verification in Scientific Papers. | Xanh Ho, Yun-Ang Wu, Sunisth Kumar, Tian Cheng Xia, Florian Boudin, Andr Greiner-Petter, Akiko Aizawa |
| 2026 | SIGIR | Aspect-Aware Content-Based Recommendations for Mathematical Research Papers. | Ankit Satpute, Andr Greiner-Petter, Noah Gieing, Olaf Teschke, Moritz Schubotz, Akiko Aizawa, Bela Gipp |
| 2025 | ACL | Harnessing PDF Data for Improving Japanese Large Multimodal Models. | Jeonghun Baek, Akiko Aizawa, Kiyoharu Aizawa |
| 2025 | COLING | JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models. | Junfeng Jiang, Jiahao Huang, Akiko Aizawa |
| 2025 | COLING | ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction. | Lane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez, Akiko Aizawa |
| 2025 | COLING | Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models. | Taku Sakamoto, Saku Sugawara, Akiko Aizawa |
| 2025 | EMNLP | Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers. | Xanh Ho, Sunisth Kumar, Yun-Ang Wu, Florian Boudin, Atsuhiro Takasu, Akiko Aizawa |
| 2025 | EMNLP | Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training. | Kazuma Kobayashi, Zhen Wan, Fei Cheng, Tsuta Yuma, Xin Zhao, Junfeng Jiang, Jiahao Huang, Zhiyi Huang, Yusuke Oda, Rio Yokota, Yuki Arase, Daisuke Kawahara, Akiko Aizawa, Sadao Kurohashi |
| 2025 | IJCNLP | Doppelganger-JC: Benchmarking the LLMs' Understanding of Cross-Lingual Homographs between Japanese and Chinese. | Yuka Kitamura, Jiahao Huang, Akiko Aizawa |
| 2025 | NAACL | Med-CoDE: Medical Critique based Disagreement Evaluation Framework. | Mohit Gupta, Akiko Aizawa, Rajiv Ratn Shah |
| 2025 | NAACL | The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection. | Toms Horych, Christoph Mandl, Terry Ruas, Andr Greiner-Petter, Bela Gipp, Akiko Aizawa, Timo Spinde |
| 2025 | NLDB | Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case Study. | Kon Woo Kim, Rezarta Islamaj, Jin-Dong Kim, Florian Boudin, Akiko Aizawa |
| 2024 | ACL | Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models. | Enrico Benedetti, Akiko Aizawa, Florian Boudin |
| 2024 | COLING | MAGPIE: Multi-Task Analysis of Media-Bias Generalization with Pre-Trained Identification of Expressions. | Toms Horych, Martin Paul Wessel, Jan Philip Wahle, Terry Ruas, Jerome Wamuth, Andr Greiner-Petter, Akiko Aizawa, Bela Gipp, Timo Spinde |
| 2024 | ECIR | TWOLAR: A TWO-Step LLM-Augmented Distillation Method for Passage Reranking. | Davide Baldelli, Junfeng Jiang, Akiko Aizawa, Paolo Torroni |
| 2024 | ECIR | Taxonomy of Mathematical Plagiarism. | Ankit Satpute, Andr Greiner-Petter, Noah Gieing, Isabel Beckenbach, Moritz Schubotz, Olaf Teschke, Akiko Aizawa, Bela Gipp |
| 2024 | EMNLP | Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts. | Florian Boudin, Akiko Aizawa |
| 2024 | EMNLP | Improving Referring Ability for Biomedical Language Models. | Junfeng Jiang, Fei Cheng, Akiko Aizawa |
| 2024 | PACLIC | SKT5SciSumm - Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization. | Huy Quoc To, Ming Liu, Guangyan Huang, Hung-Nghiep Tran, Andr Greiner-Petter, Felix Beierle, Akiko Aizawa |
| 2024 | SIGIR | Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange. | Ankit Satpute, Noah Gieing, Andr Greiner-Petter, Moritz Schubotz, Olaf Teschke, Akiko Aizawa, Bela Gipp |
| 2023 | AAAI | Which Shortcut Solution Do Question Answering Models Prefer to Learn? | Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa |
| 2023 | ACL | Probing Physical Reasoning with Counter-Commonsense Context. | Kazushi Kondo, Saku Sugawara, Akiko Aizawa |
| 2023 | ACL | Predicting Numerals in Text Using Nearest Neighbor Language Models. | Taku Sakamoto, Akiko Aizawa |
| 2023 | EACL | Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering. | Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa |
| 2023 | EMNLP | SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation. | Junfeng Jiang, Chengzhang Dong, Sadao Kurohashi, Akiko Aizawa |
| 2023 | NLDB | Evaluating the Effect of Letter Case on Named Entity Recognition Performance. | Tuan-An Dao, Akiko Aizawa |
| 2023 | PACLIC | Solving Label Variation in Scientific Information Extraction via Multi-Task Learning. | Dong Pham, Xanh Ho, Quang-Thuy Ha, Akiko Aizawa |
| 2023 | SIGIR | Introducing MBIB - The First Media Bias Identification Benchmark Task and Dataset Collection. | Martin Wessel, Toms Horych, Terry Ruas, Akiko Aizawa, Bela Gipp, Timo Spinde |
| 2022 | COLING | Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning. | Kaito Sugimoto, Akiko Aizawa |
| 2022 | EMNLP | Debiasing Masks: A New Framework for Shortcut Mitigation in NLU. | Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa |
| 2022 | EMNLP | Cross-Modal Similarity-Based Curriculum Learning for Image Captioning. | Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano, Koichi Takeda |
| 2022 | IJCNLP | How Well Do Multi-hop Reading Comprehension Models Understand Date Information? | Xanh Ho, Saku Sugawara, Akiko Aizawa |
| 2022 | LREC | Building Dataset for Grounding of Formulae - Annotating Coreference Relations Among Math Identifiers. | Takuto Asakura, Yusuke Miyao, Akiko Aizawa |
| 2022 | LREC | A Simple Yet Effective Corpus Construction Method for Chinese Sentence Compression. | Yang Zhao, Hiroshi Kanayama, Issei Yoshida, Masayasu Muraoka, Akiko Aizawa |
| 2022 | TACAS | Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems. | Andr Greiner-Petter, Howard S. Cohl, Abdou Youssef, Moritz Schubotz, Avi Trost, Rajen Dey, Akiko Aizawa, Bela Gipp |
| 2021 | AAAI | Extraction of Formulaic Expressions from Scientific Papers. | Kenichi Iwatsuki, Akiko Aizawa |
| 2021 | ACL | Embracing Ambiguity: Shifting the Training Target of NLI Models. | Johannes Mario Meissner, Napat Thumwanit, Saku Sugawara, Akiko Aizawa |
| 2021 | ACL | Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation. | Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa |
| 2021 | ACL | Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation. | Takato Yamazaki, Akiko Aizawa |
| 2021 | EACL | Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database. | Kenichi Iwatsuki, Akiko Aizawa |
| 2021 | EACL | Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction. | Junfeng Jiang, An Wang, Akiko Aizawa |
| 2021 | EACL | Benchmarking Machine Reading Comprehension: A Psychological Perspective. | Saku Sugawara, Pontus Stenetorp, Akiko Aizawa |
| 2021 | EMNLP | Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models. | Taichi Iki, Akiko Aizawa |
| 2021 | EMNLP | Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts. | Timo Spinde, Manuel Plank, Jan-David Krieger, Terry Ruas, Bela Gipp, Akiko Aizawa |
| 2021 | NLDB | NumER: A Fine-Grained Numeral Entity Recognition Dataset. | Thanakrit Julavanich, Akiko Aizawa |
| 2020 | AAAI | Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets. | Saku Sugawara, Pontus Stenetorp, Kentaro Inui, Akiko Aizawa |
| 2020 | AAAI | An Annotated Corpus of Reference Resolution for Interpreting Common Grounding. | Takuma Udagawa, Akiko Aizawa |
| 2020 | ACL | Keyphrase Generation for Scientific Document Retrieval. | Florian Boudin, Ygor Gallina, Akiko Aizawa |
| 2020 | COLING | Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps. | Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa |
| 2020 | COLING | Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems. | Vitou Phy, Yang Zhao, Akiko Aizawa |
| 2020 | EMNLP | A System for Worldwide COVID-19 Information Aggregation. | Akiko Aizawa, Frdric Bergron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong |
| 2020 | EMNLP | Towards Grounding of Formulae. | Takuto Asakura, Andr Greiner-Petter, Akiko Aizawa, Yusuke Miyao |
| 2020 | EMNLP | Language-Conditioned Feature Pyramids for Visual Selection Tasks. | Taichi Iki, Akiko Aizawa |
| 2020 | EMNLP | A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions. | Takuma Udagawa, Takato Yamazaki, Akiko Aizawa |
| 2020 | LREC | An Evaluation Dataset for Identifying Communicative Functions of Sentences in English Scholarly Papers. | Kenichi Iwatsuki, Florian Boudin, Akiko Aizawa |
| 2020 | WWW | Discovering Mathematical Objects of Interest - A Study of Mathematical Notations. | Andr Greiner-Petter, Moritz Schubotz, Fabian Mller, Corinna Breitinger, Howard S. Cohl, Akiko Aizawa, Bela Gipp |
| 2019 | AAAI | A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context. | Takuma Udagawa, Akiko Aizawa |
| 2019 | ACIIDS | Mathematical Variable Detection in PDF Scientific Documents. | Bui Hai Phong, Thang Manh Hoang, Thi-Lan Le, Akiko Aizawa |
| 2019 | ACL | Unsupervised Rewriter for Multi-Sentence Compression. | Yang Zhao, Xiaoyu Shen, Wei Bi, Akiko Aizawa |
| 2019 | ECIR | Augmenting the DonorsChoose.org Corpus for Meta-Learning. | Gordian Edenhofer, Andrew Collins, Akiko Aizawa, Joeran Beel |
| 2019 | SIGIR | Why Machines Cannot Learn Mathematics, Yet. | Andr Greiner-Petter, Terry Ruas, Moritz Schubotz, Akiko Aizawa, William I. Grosky, Bela Gipp |
| 2018 | ACL | A Language Model based Evaluator for Sentence Compression. | Yang Zhao, Zhiyuan Luo, Akiko Aizawa |
| 2018 | COLING | Using Formulaic Expressions in Writing Assistance Systems. | Kenichi Iwatsuki, Akiko Aizawa |
| 2018 | EMNLP | What Makes Reading Comprehension Questions Easier? | Saku Sugawara, Kentaro Inui, Satoshi Sekine, Akiko Aizawa |
| 2018 | LREC | Universal Dependencies for Ainu. | Hajime Senuma, Akiko Aizawa |
| 2018 | SIGIR | Query-focused Scientific Paper Summarization with Localized Sentence Representation. | Kazutoshi Shinoda, Akiko Aizawa |
| 2017 | AAAI | Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems. | Saku Sugawara, Hikaru Yokono, Akiko Aizawa |
| 2017 | ACL | A Conditional Variational Framework for Dialog Generation. | Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long |
| 2017 | ACL | Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability. | Saku Sugawara, Yusuke Kido, Hikaru Yokono, Akiko Aizawa |
| 2017 | CoNLL | Seq2seq for Morphological Reinflection: When Deep Learning Fails. | Hajime Senuma, Akiko Aizawa |
| 2017 | DocEng | Detecting In-line Mathematical Expressions in Scientific Documents. | Kenichi Iwatsuki, Takeshi Sagara, Tadayoshi Hara, Akiko Aizawa |
| 2017 | ECIR | Exploring Choice Overload in Related-Article Recommendations in Digital Libraries. | Felix Beierle, Akiko Aizawa, Jran Beel |
| 2017 | ECIR | Integration of the Scientific Recommender System Mr. DLib into the Reference Manager JabRef. | Stefan P. Feyer, Sophie Siebert, Bela Gipp, Akiko Aizawa, Jran Beel |
| 2017 | ISM | VenueNet: Fine-Grained Venue Discovery by Deep Correlation Learning. | Yi Yu, Suhua Tang, Kiyoharu Aizawa, Akiko Aizawa |
| 2017 | NLDB | Gated Neural Network for Sentence Compression Using Linguistic Knowledge. | Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa |
| 2017 | SIGIR | Automatic Generation of Review Matrices as Multi-document Summarization of Scientific Papers. | Hayato Hashimoto, Kazutoshi Shinoda, Hikaru Yokono, Akiko Aizawa |
| 2017 | SEKE | Reranking-based Crash Report Deduplication. | Akira Moroo, Akiko Aizawa, Takayuki Hamamoto |
| 2017 | WSDM | Linking Mathematical Expressions to Wikipedia. | Giovanni Yoko Kristianto, Akiko Aizawa |
| 2016 | COLING | SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation. | Takeshi Abekawa, Akiko Aizawa |
| 2016 | COLING | Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization. | Hajime Senuma, Akiko Aizawa |
| 2016 | CoNLL | Discourse Relation Sense Classification with Two-Step Classifiers. | Yusuke Kido, Akiko Aizawa |
| 2016 | EAMT | Measuring Cognitive Translation Effort with Activity Units. | Moritz Jonas Schaeffer, Michael Carl, Isabel Lacruz, Akiko Aizawa |
| 2016 | ETRA | FixFix: fixing the fixations. | Goran Topic, Akito Yamaya, Akiko Aizawa, Pascual Martnez-Gmez |
| 2016 | IUI | Fixation-to-Word Mapping with Classification of Saccades. | Akito Yamaya, Goran Topic, Akiko Aizawa |
| 2016 | LREC | English-to-Japanese Translation vs. Dictation vs. Post-editing: Comparing Translation Modes in a Multilingual Setting. | Michael Carl, Akiko Aizawa, Masaru Yamada |
| 2016 | LREC | Typed Entity and Relation Annotation on Computer Science Papers. | Yuka Tateisi, Tomoko Ohta, Sampo Pyysalo, Yusuke Miyao, Akiko Aizawa |
| 2015 | DocEng | Document Layout Optimization with Automated Paraphrasing. | Yusuke Kido, Hikaru Yokono, Goran Topic, Akiko Aizawa |
| 2015 | ICTIR | An Initial Analytical Exploration of Retrievability. | Aldo Lipani, Mihai Lupu, Akiko Aizawa, Allan Hanbury |
| 2015 | ICTIR | Verboseness Fission for BM25 Document Length Normalization. | Aldo Lipani, Mihai Lupu, Allan Hanbury, Akiko Aizawa |
| 2015 | NAACL | CroVeWA: Crosslingual Vector-Based Writing Assistance. | Hubert Soyer, Goran Topic, Pontus Stenetorp, Akiko Aizawa |
| 2015 | PACLIC | Distant-supervised Language Model for Detecting Emotional Upsurge on Twitter. | Yoshinari Fujinuma, Hikaru Yokono, Pascual Martnez-Gmez, Akiko Aizawa |
| 2014 | COLING | Significance of Bridging Real-world Documents and NLP Technologies. | Tadayoshi Hara, Goran Topic, Yusuke Miyao, Akiko Aizawa |
| 2014 | ETRA | Recognition of translator expertise using sequences of fixations and keystrokes. | Pascual Martnez-Gmez, Akshay Minocha, Jin Huang, Michael Carl, Srinivas Bangalore, Akiko Aizawa |
| 2014 | IUI | Recognition of understanding level and language skill using measurements of reading behavior. | Pascual Martnez-Gmez, Akiko Aizawa |
| 2014 | LREC | Corpus for Coreference Resolution on Scientific Papers. | Panot Chaimongkol, Akiko Aizawa, Yuka Tateisi |
| 2014 | LREC | Annotation of Computer Science Papers for Semantic Relation Extrac-tion. | Yuka Tateisi, Yo Shidahara, Yusuke Miyao, Akiko Aizawa |
| 2013 | IJCNLP | Diagnosing Causes of Reading Difficulty using Bayesian Networks. | Pascual Martnez-Gmez, Akiko Aizawa |
| 2013 | IJCNLP | Sense Disambiguation: From Natural Language Words to Mathematical Terms. | Minh-Quoc Nghiem, Giovanni Yoko Kristianto, Goran Topic, Akiko Aizawa |
| 2012 | LREC | Building Japanese Predicate-argument Structure Corpus using Lexical Conceptual Structure. | Yuichiroh Matsubayashi, Yusuke Miyao, Akiko Aizawa |
| 2012 | LREC | Automatic Translation of Scholarly Terms into Patent Terms Using Synonym Extraction Techniques. | Hidetsugu Nanba, Toshiyuki Takezawa, Kiyoko Uchiyama, Akiko Aizawa |
| 2002 | CEC | A co-evolutionary framework for clustering in information retrieval systems. | Akiko Aizawa |