Human Language Intelligence Lab @ SKKU


Machine Learning | Natural Language Processing | Data Science

Latest Publications

Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture

Sangjun Park, JinYeong Bak
Proceedings of the 41st International Conference on Machine Learning (ICML 2024;To appear)

PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models

HyunJin Kim, Young Jin Kim, JinYeong Bak
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2024)

EmoSum: Conversation Summarization with Emotional Consistency

Youngjin Jo, JinYeong Bak
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024)

From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models

Dongjun Kang, Joonsuk Park, Yohan Jo, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Diversity Enhanced Narrative Question Generation for Storybooks

Hokeun Yoon, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Conversational Emotion-Cause Pair Extraction with Guided Mixture of Experts

DongJin Jeong, JinYeong Bak
In the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)

A Transformer-based Function Symbol Name Inference Model from an Assembly Language for Binary Reversing

HyunJin Kim, JinYeong Bak, Kyunghyun Cho, and Hyungjoon Koo
In the 18th ACM Asia Conference on Computer and Communications Security (ASIACCS 2023)