Publications

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. Keep Me Updated! Memory Management in Long-term Conversations. In Findings of EMNLP (to appear), 2022.

Preprint

. Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations. In EMNLP (to appear), 2022.

Preprint

. Mutual Information Divergence: A Unified Metric for Multimodal Generative Models. In NeurIPS (to appear), 2022.

Preprint Code

. On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model. In NAACL, 2022.

Preprint PDF

. Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models. In NAACL, 2022.

Preprint PDF Dataset

. Two-Step Question Retrieval for Open-Domain QA. In Findings of ACL, 2022.

Preprint PDF

. Plug-and-Play Adaptation for Continuously-updated QA. In Findings of ACL, 2022.

Preprint PDF

. What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. In EMNLP, 2021.

Preprint PDF Poster Slides

. GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation. In Findings of EMNLP, 2021.

Preprint PDF

. Weakly Supervised Pre-Training for Multi-Hop Retriever. In Findings of ACL, 2021.

Preprint PDF Code

. ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding. In ICASSP, 2021.

Preprint

. ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers. In Interspeech, 2020.

Preprint PDF Dataset

. Efficient Dialogue State Tracking by Selectively Overwriting Memory. In ACL, 2020.

Preprint PDF Code

. Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation. In ICLR, 2019.

PDF Code Poster

. Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog. In NeurIPS (Spotlight), 2018.

Preprint PDF

. Overcoming Catastrophic Forgetting by Incremental Moment Matching. In NIPS (Spotlight), 2017.

Preprint PDF Code

. Dual-memory Neural Networks for Modeling Cognitive Activities of Humans via Wearable Sensors. Neural Networks, 2017.

PDF

. Multimodal Residual Learning for Visual QA. In NIPS, 2016.

Preprint PDF Code Poster Video

. Dual memory architectures for lifelong learning of everyday human behaviors. In IJCAI, 2016.

PDF