KT-STS: a speech translation system for hotel reservation and a continuous speech recognition system for speech translation. - Myoung-Wan Koo; Il-Hyun Sohn; Woosung Kim; Du-Seong Chang (EUROSPEECH, 1995)

TREC-10 Experiments at KAIST: Batch Filtering and Question Answering. - Jong-Hoon Oh; Kyung-Soon Lee; Du-Seong Chang; Chung Won Seo; Key-Sun Choi (TREC, 2001)

Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities. - Du-Seong Chang; Key-Sun Choi (IJCNLP, 2004)

Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities. - Du-Seong Chang; Key-Sun Choi (Inf. Process. Manag., 2006)

Symbolic Heuristic Search Value Iteration for Factored POMDPs. - Hyeong Seop Sim; Kee-Eung Kim; Jin Hyung Kim; Du-Seong Chang; Myoung-Wan Koo (AAAI, 2008)

Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. - Minsoo Kim; Sihwa Lee; Sukjin Hong; Du-Seong Chang; Jungwook Choi (EMNLP, 2022)

Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective. - Jongwoo Ko; Seungjoon Park; Minchan Jeong; Sukjin Hong; Euijai Ahn; Du-Seong Chang; Se-Young Yun (EACL (Findings), 2023)

NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. - Jongwoo Ko; Seungjoon Park; Yujin Kim; Sumyeong Ahn; Du-Seong Chang; Euijai Ahn; Se-Young Yun (EMNLP (Findings), 2023)

Interactive User Interface for Dialogue Summarization. - Jeesu Jung; Hyein Seo; Sangkeun Jung; Riwoo Chung; Hwijung Ryu; Du-Seong Chang (IUI, 2023)

Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. - Minsoo Kim; Sihwa Lee; Janghwan Lee; Sukjin Hong; Du-Seong Chang; Wonyong Sung; Jungwook Choi (NeurIPS, 2023)

Structure-Aware Multimodal Sequential Learning for Visual Dialog. - Young-Jin Kim; Min-Jun Kim; Kyunghwan An; Jinwoo Ahn; Jaeseok Kim; Yu-Jung Heo; Du-Seong Chang; Eun-Sol Kim (AAAI, 2024)

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition. - Hyeonseok Kang; Hyein Seo; Jeesu Jung; Sangkeun Jung; Du-Seong Chang; Riwoo Chung (ACL (Short Papers), 2024)

Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. - Janghwan Lee; Seongmin Park 003; Sukjin Hong; Minsoo Kim; Du-Seong Chang; Jungwook Choi (ACL (1), 2024)

Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. - ChaeHun Park; Koanho Lee; Hyesu Lim; Jaeseok Kim; Junmo Park; Yu-Jung Heo; Du-Seong Chang; Jaegul Choo (ACL (Findings), 2024)

ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. - Hyungjun Oh; Kihong Kim; Jaemin Kim; Sungkyun Kim; Junyeol Lee; Du-Seong Chang; Jiwon Seo 002 (ASPLOS (2), 2024)

PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models. - Ji-Eun Han; Jun-Seok Koh; Hyeon-Tae Seo; Du-Seong Chang; Kyung-Ah Sohn (LREC/COLING, 2024)

BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. - Hee Suk Yoon; Eunseop Yoon; Joshua Tian Jin Tee; Kang Zhang 008; Yu-Jung Heo; Du-Seong Chang; Chang D. Yoo (ECCV (31), 2024)

Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters. - Euiin Yi; Taehyeon Kim 001; Hongseok Jeung; Du-Seong Chang; Se-Young Yun (EMNLP, 2024)

How Do Large Language Models Acquire Factual Knowledge During Pretraining? - Hoyeon Chang; Jinho Park 005; Seonghyeon Ye; Sohee Yang; Youngkyung Seo; Du-Seong Chang; Minjoon Seo (NeurIPS, 2024)

Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024. - Jinwoo Ahn; Junhyeok Park; Min-Jun Kim; Kanghyeon Kim; So-Yeong Sohn; Yun-Ji Lee; Du-Seong Chang; Yu-Jung Heo; Eun-Sol Kim (CoRR, 2024)

Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations. - Jun-Woo Kim; Ji-Eun Han; Jun-Seok Koh; Hyeon-Tae Seo; Du-Seong Chang (CoRR, 2024)

Efficient and Accurate Memorable Conversation Model using DPO based on sLLM. - Youngkyung Seo; Yoonseok Heo; Jun-Seok Koh; Du-Seong Chang (CoRR, 2024)

RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy. - Geonho Lee; Janghwan Lee; Sukjin Hong; Minsoo Kim; Euijai Ahn; Du-Seong Chang; Jungwook Choi (AAAI, 2025)

Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration. - ChaeHun Park; Yujin Baek; Jaeseok Kim; Yu-Jung Heo; Du-Seong Chang; Jaegul Choo (ACL (1), 2025)