[Google Scholar] [ACL Anthology] [Sematic Scholar]
Liu Q., Yang D., Zhong W., Cheng F., Kurohashi S. Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning. arxiv.
Wan Z., Cheng F., Li J., Mao Z., Liu Q., Song H. and Kurohashi S. GPT-RE: In-context Learning for Relation Extraction using Large Language Models. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. (EMNLP 2023).
Mao Z., Dabre R., Liu Q., Song H., Chu C. and Kurohashi S. Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. (ACL 2023).
Liu Q.*, Gong Z.*, Yang Z.*, Yang Y., Li S., Ding C., Minematsu, N., Huang H., Cheng F., Chu C., Kurohashi S. (2023) Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition. Proceedings of 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. (ICASSP 2023). [pdf]
Wan Z., Fei C., Liu Q., Zhuoyuan M., Haiyue S., Kurohashi S. (2023) Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision. The 17th Conference of the European Chapter of the Association for Computational Linguistics. (EACL 2023): Findings Volume. [pdf]
Liu Q., Guan W., Shen J., Cheng F., Kurohashi S. (2023) ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision. The 17th Conference of the European Chapter of the Association for Computational Linguistics. (EACL 2023). [pdf]
Shen Y.*, Liu Q.*, Mao Z., Cheng F., Kurohashi S. (2022) Textual Enhanced Contrastive Learning for Solving Math Word Problems. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022): Findings Volume. [pdf][code]
Wan Z.*, Liu Q.*, Mao Z., Cheng F., Kurohashi S. and Li J. (2022) Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. The 2022 Conference on Empirical Methods in Natural Language Processing. EMNLP 2022. [pdf][code]
Li S., Li J., Liu Q., Gong Z. (2022) An End-to-End Chinese and Japanese Bilingual Speech Recognition Systems with Shared Character Decomposition. The 29th International Conference on Neural Information Processing. ICONIP 2022.
Yang D., Sato W., Liu Q., Minato T., Namba S., Nishida S. (2022) Optimizing Facial Expressions of an Android Robot Effectively: a Bayesian Optimization Approach. 2022 IEEE-RAS 21st International Conference on Humanoid Robots. Humanoids 2022. [pdf]
Shen Y.*, Liu Q.*, Mao Z., Wan Z., Cheng F., Kurohashi S. (2022) Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems. The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing. AACL-IJCNLP 2022. [pdf][code]
Li S., Li J., Liu Q., Gong Z. (2022) Adversarial Speech Generation and Natural Speech Recovery for Speech Content Protection. 13th Edition of its Language Resources and Evaluation Conference. LREC, 2022. [pdf]
Liu Q., Cheng F., Kurohashi S. (2021) Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding. arxiv. [pdf]
Liu Q., Guan W., Li S., Cheng F., Kawahara D. and Kurohashi S. (2021) Reverse Operation based Data Augmentation for Solving Math Word Problems. Transactions on Audio, Speech and Language Processing. [pdf][code]
Zhang H.*, Liu Q.*, Fan A.X., Ji H., Zeng D., Cheng F., Kawahara D. and Kurohashi S. (2020) Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. Findings of ACL: EMNLP 2020.
Liu Q.*, Jiang S.*, Wang Y., Li S. (2020) LiveQA: A Question Answering Dataset over Sports Live. The Nineteenth China National Conference on Computational Linguistics, CCL 2020. (Oral, Best Paper) [pdf]
Liu Q., Li T., Guan W., Li S. (2020) Refining Data for Text Generation. The Nineteenth China National Conference on Computational Linguistics, CCL 2020. [pdf]
Akiko Aizawa, Frederic Bergeron, 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, and Ying Zhong. (2020, in Alphabetical Order) A System for Worldwide COVID-19 Information Aggregation. EMNLP NLP-COVID19 Workshop. (Oral) [pdf][demo]
Zeng D., Zhang H., Liu Q. (2020) CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning. The Thirty-Fourth AAAI Conference on Artificial Intelligence. AAAI, 2020. [pdf][code]
Guan W., Liu Q., Han G., Wang B., Li S. (2019) An Improved Coarse-to-Fine Method for Solving Generation Tasks. The 17th Annual Workshop of the Australasian Language Technology Association. ALTA, 2019. [pdf]
Liu Q.*, Guan W.*, Li S., Kawahara D. (2019) Tree-structured Decoding for Solving Math Word Problems. The 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing. EMNLP-IJCNLP, 2019. [pdf]
Liu Q.*, Wang Q.*, Kawahara D. (2019) A Community Detection Method Towards Analysis of Xi Feng Parties in the Northern Song Dynasty. The 33rd Pacific Asia Conference on Language, Information and Computation. PACLIC 33, 2019. (Oral) [pdf][code]
Liu Q., Kawahara D., Li S. (2018) Scientific Keyphrase Extraction: Extracting Candidates with Semi-supervised Data Augmentation. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. CCL 2018, NLP-NABD 2018. [pdf]
Liu Q., Wang Q. (2018) An Analysis of Xi Feng Parties in the Northern Song Dynasty Through Complex Network Algorithms. International Conference on Image Processing, Computing and Big Data. IPCBD 2018. (EI, Oral) [pdf]
A Community Detection Method towards Analysis of Xi Feng Parties in the Northern Song Dynasty. Katrina Q. Wang & Qianying Liu. Social Science History Association Annual Meeting 2022.