Jaewoo Kang

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Jaewoo Kang

Professor

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1997 …2025

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  • 2024

    COMPACT: Compressing Retrieved Documents Actively for Question Answering

    Yoon, C., Lee, T., Hwang, H., Jeong, M. & Kang, J., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 21424-21439 16 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

    Open Access

  • CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

    Choi, D., Gim, M., Park, D., Sung, M., Kim, H., Kang, J. & Choi, J., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 3983-3996 14 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

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

  • DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection

    Choi, D., Kim, J., Gim, M., Lee, J. & Kang, J., 2024 Oct 21, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4414-4422 9 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access

  • Fine-tuning CLIP Text Encoders with Two-step Paraphrasing

    Kim, H., Yoon, S., Bui, T., Zhao, H., Tran, Q., Dernoncourt, F. & Kang, J., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 2175-2184 10 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

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

  • KU-DMIS at EHRSQL 2024: Generating SQL query via question templatization in EHR

    Kim, H., Kim, C., Lee, H., Jang, K., Lee, J., Lee, K., Kim, G. & Kang, J., 2024, ClinicalNLP 2024 - 6th Workshop on Clinical Natural Language Processing, Proceedings of the Workshop. Naumann, T., Abacha, A. B., Bethard, S., Roberts, K. & Bitterman, D. (eds.). Association for Computational Linguistics (ACL), p. 672-686 15 p. (ClinicalNLP 2024 - 6th Workshop on Clinical Natural Language Processing, Proceedings of the Workshop).

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

    1 Citation (Scopus)

  • KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction

    Hwang, H., Lee, T., Kim, H. & Kang, J., 2024, ClinicalNLP 2024 - 6th Workshop on Clinical Natural Language Processing, Proceedings of the Workshop. Naumann, T., Abacha, A. B., Bethard, S., Roberts, K. & Bitterman, D. (eds.). Association for Computational Linguistics (ACL), p. 526-536 11 p. (ClinicalNLP 2024 - 6th Workshop on Clinical Natural Language Processing, Proceedings of the Workshop).

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

    1 Citation (Scopus)

  • LAPIS: Language Model-Augmented Police Investigation System

    Kim, H., Kim, D., Lee, J., Yoon, C., Choi, D., Gim, M. & Kang, J., 2024 Oct 21, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4637-4644 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
  • 2023

    Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

    Kim, H., Yoo, J., Yoon, S. & Kang, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 7148-7163 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    Open Access
    1 Citation (Scopus)

  • Enhancing Clinical Outcome Predictions through Auxiliary Loss and Sentence-Level Self-Attention

    Lee, S., Jang, G., Kim, C., Park, S., Yoo, K., Kim, J., Kim, S. & Kang, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1210-1217 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

    1 Citation (Scopus)

  • KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization

    Kim, G., Kim, H., Ji, L., Bae, S., Kim, C., Sung, M., Kim, H., Yan, K., Chang, E. & Kang, J., 2023, BioNLP 2023 - BioNLP and BioNLP-ST, Proceedings of the Workshop. Demner-fushman, D., Ananiadou, S. & Cohen, K. (eds.). Association for Computational Linguistics (ACL), p. 567-573 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  • LIQUID: A Framework for List Question Answering Dataset Generation

    Lee, S., Kim, H. & Kang, J., 2023 Jun 27, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 13014-13024 11 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

    Open Access
    6 Citations (Scopus)

  • Optimizing Test-Time Query Representations for Dense Retrieval

    Sung, M., Park, J., Kang, J., Chen, D. & Lee, J., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 5731-5746 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    Open Access
    3 Citations (Scopus)

  • Towards Flexible Time-to-Event Modeling: Optimizing Neural Networks via Rank Regression

    Lee, H., Lee, J., Choi, T., Kang, J. & Choi, S., 2023 Sept 28, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1340-1347 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

    Open Access

  • Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

    Kim, G., Kim, S., Jeon, B., Park, J. & Kang, J., 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. 996-1009 14 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

    15 Citations (Scopus)
  • 2022

    A denoised embedding space of genetic perturbation using Deep Metric Learning

    Ju, M., Lee, S. & Kang, J., 2022, Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022. Unger, H., Kim, Y.-K., Hwang, E., Cho, S.-B., Pareigis, S., Kyandoghere, K., Ha, Y.-G., Kim, J., Morishima, A., Wagner, C., Kwon, H.-Y., Moon, Y.-S. & Leung, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. (Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022).

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

  • Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework

    Yoon, W., Jackson, R., Ford, E., Poroshin, V. & Kang, J., 2022, EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track. Association for Computational Linguistics (ACL), p. 629-636 8 p. (EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track).

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

    Open Access
    1 Citation (Scopus)

  • Consistency Training with Virtual Adversarial Discrete Perturbation

    Park, J., Kim, G. & Kang, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5646-5656 11 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

    Open Access
    8 Citations (Scopus)

  • Data-Centric and Model-Centric Approaches for Biomedical Question Answering

    Yoon, W., Yoo, J., Seo, S., Sung, M., Jeong, M., Kim, G. & Kang, J., 2022, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Proceedings. Barrón-Cedeño, A., Da San Martino, G., Faggioli, G., Ferro, N., Degli Esposti, M., Sebastiani, F., Macdonald, C., Pasi, G., Hanbury, A. & Potthast, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-216 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13390 LNCS).

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

    5 Citations (Scopus)

  • DyGRAIN: An Incremental Learning Framework for Dynamic Graphs

    Kim, S., Yun, S. & Kang, J., 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. 3157-3163 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    15 Citations (Scopus)

  • FAVIQ: FAct Verification from Information-seeking Questions

    Park, J., Min, S., Kang, J., Zettlemoyer, L. & Hajishirzi, H., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 5154-5166 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    Open Access
    14 Citations (Scopus)

  • Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration

    Choe, J., Kim, K., Ju, M., Lee, S. & Kang, J., 2022, Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022. Unger, H., Kim, Y.-K., Hwang, E., Cho, S.-B., Pareigis, S., Kyandoghere, K., Ha, Y.-G., Kim, J., Morishima, A., Wagner, C., Kwon, H.-Y., Moon, Y.-S. & Leung, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 357-359 3 p. (Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022).

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

    3 Citations (Scopus)

  • RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer

    Gim, M., Choi, D., Maruyama, K., Choi, J., Kim, H., Park, D. & Kang, J., 2022 Oct 17, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3092-3102 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    4 Citations (Scopus)
  • 2021

    Can Language Models be Biomedical Knowledge Bases?

    Sung, M., Lee, J., Yi, S. S., Jeon, M., Kim, S. & Kang, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 4723-4734 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

    53 Citations (Scopus)

  • HotR: End-to-End Human-Object Interaction Detection with Transformers

    Kim, B., Lee, J., Kang, J., Kim, E. S. & Kim, H. J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 74-83 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    260 Citations (Scopus)

  • Learning dense representations of phrases at scale

    Lee, J., Sung, M., Kang, J. & Chen, D., 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. 6634-6647 14 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; vol. 1).

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

    Open Access
    73 Citations (Scopus)

  • Learn to resolve conversational dependency: A consistency training framework for conversational question answering

    Kim, G., Kim, H., Park, J. & Kang, J., 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. 6130-6141 12 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; vol. 1).

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

    Open Access
    36 Citations (Scopus)

  • Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction

    Yun, S., Kim, S., Lee, J., Kang, J. & Kim, H. J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 13683-13694 12 p. (Advances in Neural Information Processing Systems; vol. 17).

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

    89 Citations (Scopus)

  • “Killing me” is not a spoiler: Spoiler detection model using graph neural networks with dependency relation-aware attention mechanism

    Chang, B., Lee, I., Kim, H. & Kang, J., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3613-3617 5 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

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

    4 Citations (Scopus)
  • 2020

    A drug-induced liver injury prediction model using transcriptional response data with graph neural network

    Hwang, D., Jeon, M. & Kang, J., 2020 Feb 1, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y.-S., Bourgeois, J., Bennis, M., Li, Y.-F., Ha, Y.-G., Kwon, H.-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 323-329 7 p. 9070697. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

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

    12 Citations (Scopus)

  • Adversarial subword regularization for robust neural machine translation

    Park, J., Sung, M., Lee, J. & Kang, J., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 1945-1953 9 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

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

    5 Citations (Scopus)

  • Biomedical entity representations with synonym marginalization

    Sung, M., Jeon, H., Lee, J. & Kang, J., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3641-3650 10 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    90 Citations (Scopus)

  • Content-aware successive point-of-interest recommendation

    Chang, B., Koh, Y., Park, D. & Kang, J., 2020, Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020. Demeniconi, C. & Chawla, N. (eds.). Society for Industrial and Applied Mathematics Publications, p. 100-108 9 p. (Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020).

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

    Open Access
    9 Citations (Scopus)

  • Contextualized sparse representations for real-time open-domain question answering

    Lee, J., Seo, M., Hajishirzi, H. & Kang, J., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 912-919 8 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    Open Access
    25 Citations (Scopus)

  • Learning Graph-Based Geographical Latent Representation for Point-of-Interest Recommendation

    Chang, B., Jang, G., Kim, S. & Kang, J., 2020 Oct 19, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 135-144 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    72 Citations (Scopus)

  • Look at the first sentence: Position bias in question answering

    Ko, M., Lee, J., Kim, H., Kim, G. & Kang, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1109-1121 13 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

    62 Citations (Scopus)

  • MAPS: Multi-agent reinforcement learning-based portfolio management system

    Lee, J., Kim, R., Yi, S. W. & Kang, J., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4520-4526 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

    21 Citations (Scopus)

  • Pre-trained Language Model for Biomedical Question Answering

    Yoon, W., Lee, J., Kim, D., Jeong, M. & Kang, J., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 727-740 14 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

    47 Citations (Scopus)

  • Ranking paragraphs foriImproving answer recall in open-domain Question Answering

    Lee, J., Yun, S., Kim, H., Ko, M. & Kang, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 565-569 5 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

    58 Citations (Scopus)

  • Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods

    Kim, B., Chudomelka, B., Park, J., Kang, J., Hong, Y. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 416-432 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12354 LNCS).

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

    5 Citations (Scopus)

  • UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

    Kim, B., Choi, T., Kang, J. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-514 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12360 LNCS).

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

    115 Citations (Scopus)
  • 2019

    Kitchenette: Predicting and ranking food ingredient pairings using siamese neural networks

    Park, D., Kim, K., Park, Y., Shin, J. & Kang, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5930-5936 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

    17 Citations (Scopus)

  • Predicting multiple demographic attributes with task specific embedding transformation and attention network

    Kim, R., Kim, H., Lee, J. & Kang, J., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 765-773 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

    Open Access
    6 Citations (Scopus)

  • Sain: Self-attentive integration network for recommendation

    Yun, S., Kim, R., Ko, M. & Kang, J., 2019 Jul 18, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1205-1208 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

    9 Citations (Scopus)

  • Self-attention graph pooling

    Lee, J., Lee, I. & Kang, J., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 6661-6670 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

    275 Citations (Scopus)
  • 2018

    A deep neural spoiler detection model using a genre-aware attention mechanism

    Chang, B., Kim, H., Kim, R., Kim, D. & Kang, J., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Phung, D., Webb, G. I., Ho, B., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer Verlag, p. 183-195 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10937 LNAI).

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

    6 Citations (Scopus)

  • Content-aware hierarchical point-of-interest embedding model for successive POI recommendation

    Chang, B., Park, Y., Park, D., Kim, S. & Kang, J., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3301-3307 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

    Open Access
    172 Citations (Scopus)

  • Learning user preferences and understanding calendar contexts for event scheduling

    Kim, D., Lee, J., Choi, D., Choi, J. & Kang, J., 2018 Oct 17, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 337-346 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    12 Citations (Scopus)
  • 2017

    Constructing and evaluating a novel crowdsourcing-based paraphrased opinion spam dataset

    Kim, S., Lee, S., Park, D. & Kang, J., 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 827-836 10 p. 3052607. (26th International World Wide Web Conference, WWW 2017).

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

    7 Citations (Scopus)

  • Name nationality classification with recurrent neural networks

    Lee, J., Kim, H., Ko, M., Choi, D., Choi, J. & Kang, J., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2081-2087 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

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

    Open Access
    24 Citations (Scopus)
  • 2016

    SEMO: Searching Majority Opinions on Movies using SNS QA Threads

    Lee, J., Choi, Y., Kim, S., Kim, S. & Kang, J., 2016 Apr 11, WWW 2016 Companion - Proceedings of the 25th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 219-222 4 p. (WWW 2016 Companion - Proceedings of the 25th International Conference on World Wide Web).

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