Du-Seong Chang

40 papers A* 7A 1B 1Journal 20Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAF-Score: Calibrating CLAP with LALMs for Reference-free Audio Captioning Evaluation.
CoRR
Insung Lee, Taeyoung Jeong, Haejun Yoo, Du-Seong Chang, Myoung-Wan Koo
2025 — conf
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration.
ACL (1)
ChaeHun Park, Yujin Baek, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2025 J jnl
Instruction-tuned Self-Questioning Framework for Multimodal Reasoning.
CoRR
Youwon Jang, Yu-Jung Heo, Jaeseok Kim, Minsu Lee, Du-Seong Chang, Byoung-Tak Zhang
2025 A* conf
RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy.
AAAI
Geonho Lee, Janghwan Lee, Sukjin Hong, Minsoo Kim, Euijai Ahn, Du-Seong Chang, Jungwook Choi
2024 — conf
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation.
ECCV (31)
Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo
2024 J jnl
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation.
CoRR
Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo
2024 J jnl
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM.
CoRR
Youngkyung Seo, Yoonseok Heo, Jun-Seok Koh, Du-Seong Chang
2024 J jnl
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations.
CoRR
Jun-Woo Kim, Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang
2024 J jnl
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration.
CoRR
Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 — conf
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.
ASPLOS (2)
Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo
2024 J jnl
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.
CoRR
Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo
2024 — conf
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition.
ACL (Short Papers)
Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung
2024 J jnl
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition.
CoRR
Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung
2024 A* conf
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
NeurIPS
Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo
2024 J jnl
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
CoRR
Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo
2024 — conf
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment.
ACL (1)
Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
2024 J jnl
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment.
CoRR
Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
2024 — conf
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models.
LREC/COLING
Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn
2024 J jnl
PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models.
CoRR
Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn
2024 J jnl
RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy.
CoRR
Geonho Lee, Janghwan Lee, Sukjin Hong, Minsoo Kim, Euijai Ahn, Du-Seong Chang, Jungwook Choi
2024 J jnl
Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024.
CoRR
Jinwoo Ahn, Junhyeok Park, Min-Jun Kim, Kanghyeon Kim, So-Yeong Sohn, Yun-Ji Lee, Du-Seong Chang, Yu-Jung Heo, Eun-Sol Kim
2024 A* conf
Structure-Aware Multimodal Sequential Learning for Visual Dialog.
AAAI
Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim
2024 A* conf
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters.
EMNLP
Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun
2024 J jnl
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters.
CoRR
Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun
2024 — conf
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering.
ACL (Findings)
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 J jnl
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering.
CoRR
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2023 A conf
Interactive User Interface for Dialogue Summarization.
IUI
Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang
2023 — conf
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models.
EMNLP (Findings)
Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun
2023 J jnl
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models.
CoRR
Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun
2023 — conf
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective.
EACL (Findings)
Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun
2023 J jnl
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective.
CoRR
Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun
2023 A* conf
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models.
NeurIPS
Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi
2023 J jnl
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models.
CoRR
Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi
2022 A* conf
Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders.
EMNLP
Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi
2022 J jnl
Understanding and Improving Knowledge Distillation for Quantization-Aware Training of Large Transformer Encoders.
CoRR
Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi
2008 A* conf
Symbolic Heuristic Search Value Iteration for Factored POMDPs.
AAAI
Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Du-Seong Chang, Myoung-Wan Koo
2006 J jnl
Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities.
Inf. Process. Manag.
Du-Seong Chang, Key-Sun Choi
2004 B conf
Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities.
IJCNLP
Du-Seong Chang, Key-Sun Choi
2001 — conf
TREC-10 Experiments at KAIST: Batch Filtering and Question Answering.
TREC
Jong-Hoon Oh, Kyung-Soon Lee, Du-Seong Chang, Chung Won Seo, Key-Sun Choi
1995 — conf
KT-STS: a speech translation system for hotel reservation and a continuous speech recognition system for speech translation.
EUROSPEECH
Myoung-Wan Koo, Il-Hyun Sohn, Woosung Kim, Du-Seong Chang