본 과제를 통해 발표한 논문입니다.

멀티모달 지식 체계 구축

  • Mun, J., Shin, M., Han, G., Lee, S., Ha, S., Lee, J., & Kim, E. S. (2022). BaSSL: Boundary-aware Self-Supervised Learning for Video Scene Segmentation. In Proceedings of the Asian Conference on Computer Vision (pp. 4027-4043). [paper]

불확실성 지각과 해소

  • Yoon, H. S., Yoon, E., Harvill, J., Yoon, S., Hasegawa-Johnson, M., & Yoo, C. D. (2022). SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation. arXiv preprint arXiv:2212.07072. [paper]

질문 생성과 성장 학습

  • Park, G. M., Hong, S. E., & Park, S. B. (2022, November). Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator. In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (pp. 202-209). [paper]

  • Minjoon Jung, SeongHo Choi, JooChan Kim, Jin-Hwa Kim, and Byoung-Tak Zhang. 2022. Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 7769–7781, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics. [paper]

  • Hwang, I., Lee, S., Kwak, Y., Oh, S. J., Teney, D., Kim, J. H., & Zhang, B. T. SelecMix: Debiased Learning by Contradicting-pair Sampling. In Advances in Neural Information Processing Systems. [paper]

  • Choi, W. S., Han, D. S., Lee, H., Park, J., & Zhang, B. T. (2022). DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning. arXiv e-prints, arXiv-2210. [paper]

절차이해와 작업계획

  • Singh, K. P., Weihs, L., Herrasti, A., Choi, J., Kembhavi, A., & Mottaghi, R. Ask4Help: Learning to Leverage an Expert for Embodied Tasks. In Advances in Neural Information Processing Systems. [paper]