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Yang Gao

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20132024

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  • 2023

    Ask to Understand: Question Generation for Multi-hop Question Answering

    Li, J., Ren, M., Gao, Y. & Yang, Y., 2023, Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Proceedings. Sun, M., Qin, B., Qiu, X., Jing, J., Han, X., Rao, G. & Chen, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 19-36 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14232 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • DePA: Improving Non-autoregressive Machine Translation with Dependency-Aware Decoder

    Zhan, J., Chen, Q., Chen, B., Wang, W., Bai, Y. & Gao, Y., 2023, 20th International Conference on Spoken Language Translation, IWSLT 2023 - Proceedings of the Conference. Salesky, E., Federico, M. & Carpuat, M. (eds.). Association for Computational Linguistics, p. 478-490 13 p. (20th International Conference on Spoken Language Translation, IWSLT 2023 - Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue

    Yang, Y., Huang, H., Liu, Y. & Gao, Y., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 15846-15858 13 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • TemplateGEC: Improving Grammatical Error Correction with Detection Template

    Li, Y., Liu, X., Wang, S., Gong, P., Wong, D. F., Gao, Y., Huang, H. & Zhang, M., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 6878-6892 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Citations (Scopus)

  • Unsupervised Style Transfer in News Headlines via Discrete Style Space

    Liu, Q., Gao, Y. & Yang, Y., 2023, Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Proceedings. Sun, M., Qin, B., Qiu, X., Jing, J., Han, X., Rao, G. & Chen, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 91-105 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14232 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    A Prototype-Based Few-Shot Named Entity Recognition

    Cao, J., Gao, Y. & Huang, H., 18 Mar 2022, ICCAI 2022 - Proceedings of 2022 8th International Conference on Computing and Artificial Intelligence. Association for Computing Machinery, p. 338-343 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion

    Zhan, J., Gao, Y., Bai, Y. & Liu, Q., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 4489-4495 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing

    Ren, M., Huang, H., Zhou, Y., Cao, Q., Bu, Y. & Gao, Y., 2022, Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Proceedings. Sun, M., Liu, Y., Che, W., Feng, Y., Qiu, X., Rao, G. & Chen, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-263 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13603 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Unifying Cross-lingual Summarization and Machine Translation with Compression Rate

    Bai, Y., Huang, H., Fan, K., Gao, Y., Zhu, Y., Zhan, J., Chi, Z. & Chen, B., 6 Jul 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1087-1097 11 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Citations (Scopus)
  • 2021

    Cross-lingual abstractive summarization with limited parallel resources

    Bai, Y., Gao, Y. & Huang, H., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6910-6924 15 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Citations (Scopus)

  • Exploring Explainable Selection to Control Abstractive Summarization

    Wang, H., Gao, Y., Bai, Y., Lapata, M. & Huang, H., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 13933-13941 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 15).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)

  • Prediction or Comparison: Toward Interpretable Qualitative Reasoning

    Ren, M., Huang, H. & Gao, Y., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 664-675 12 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Query-focused Abstractive Summarization via Question-answering Model

    Du, J. & Gao, Y., 2021, Proceedings - 12th IEEE International Conference on Big Knowledge, ICBK 2021. Gong, Z., Li, X., Oguducu, S. G., Chen, L., Manjon, B. F. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (Proceedings - 12th IEEE International Conference on Big Knowledge, ICBK 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • To be Closer: Learning to Link up Aspects with Opinions

    Zhou, Y., Liao, L., Gao, Y., Jie, Z. & Lu, W., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 3899-3909 11 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    28 Citations (Scopus)
  • 2019

    Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension

    Ren, M., Huang, H., Wei, R., Liu, H., Bai, Y., Wang, Y. & Gao, Y., 2019, Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Proceedings. Tang, J., Kan, M.-Y., Zhao, D., Li, S. & Zan, H. (eds.). Springer, p. 736-747 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11839 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Neural variational correlated topic modeling

    Liu, L., Huang, H., Gao, Y., Wei, X. & Zhang, Y., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 1142-1152 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    37 Citations (Scopus)

  • Sharing Pre-trained BERT Decoder for a Hybrid Summarization

    Wei, R., Huang, H. & Gao, Y., 2019, Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Proceedings. Sun, M., Liu, Y., Liu, Z., Huang, X. & Ji, H. (eds.). Springer, p. 169-180 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11856 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)
  • 2018

    Semantic structure-based word embedding by incorporating concept convergence and word divergence

    Liu, Q., Huang, H., Zhang, G., Gao, Y., Xuan, J. & Lu, J., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5261-5268 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Citations (Scopus)

  • Task-oriented word embedding for text classification

    Liu, Q., Huang, H., Gao, Y., Wei, X., Tian, Y. & Liu, L., 2018, COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings. Bender, E. M., Derczynski, L. & Isabelle, P. (eds.). Association for Computational Linguistics (ACL), p. 2023-2032 10 p. (COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    42 Citations (Scopus)
  • 2017

    A Framework for Automatic Personalised Ontology Learning

    Bashar, M. A., Li, Y. & Gao, Y., 12 Jan 2017, Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2016. Institute of Electrical and Electronics Engineers Inc., p. 105-112 8 p. 7817042. (Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Aligning gaussian-topic with embedding network for summarization ranking

    Wei, L., Huang, H., Gao, Y., Wei, X. & Feng, C., 2017, Web and Big Data - 1st International Joint Conference, APWeb-WAIM 2017, Proceedings. Shahabi, C., Lian, X., Jensen, C. S., Yang, X. & Chen, L. (eds.). Springer Verlag, p. 610-625 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10366 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Conceptual multi-layer neural network model for headline generation

    Guo, Y., Huang, H., Gao, Y. & Lu, C., 2017, Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017 and 5th International Symposium, NLP-NABD 2017, Proceedings. Sun, M., Chang, B., Wang, X. & Xiong, D. (eds.). Springer Verlag, p. 355-367 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10565 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Enhanced word embedding similarity measures using fuzzy rules for query expansion

    Liu, Q., Huang, H., Lu, J., Gao, Y. & Zhang, G., 23 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017. Institute of Electrical and Electronics Engineers Inc., 8015482. (IEEE International Conference on Fuzzy Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Citations (Scopus)
  • 2016

    Mining topical relevant patterns for multi-document summarization

    Wu, Y., Gao, Y., Li, Y., Xu, Y. & Chen, M., 2 Feb 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., p. 114-117 4 p. 7397435. (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Citations (Scopus)
  • 2014

    A topic based document relevance ranking model

    Gao, Y., Xu, Y. & Li, Y., 7 Apr 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 271-272 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Citations (Scopus)

  • Pattern-based topic modelling for query expansion

    Gao, Y., Xu, Y. & Li, Y., 2014, Data Mining and Analytics 2014 - Proceedings of the 12th Australasian Data Mining Conference, AusDM 2014. Zhao, Y., Zhao, Y., Liu, L., Ong, K.-L. & Li, X. (eds.). Australian Computer Society, p. 165-174 10 p. (Conferences in Research and Practice in Information Technology Series; vol. 158).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    A two-stage approach for generating topic models

    Gao, Y., Xu, Y., Li, Y. & Liu, B., 2013, Advances in Knowledge Discovery and Data Mining - 17th Pacific-Asia Conference, PAKDD 2013, Proceedings. PART 2 ed. p. 221-232 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7819 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)