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2020 – today
- 2024
[c17]Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim:
Structure-Aware Multimodal Sequential Learning for Visual Dialog. AAAI 2024: 13193-13201- [c16]Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung:
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition. ACL (Short Papers) 2024: 665-672 - [c15]ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo:
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. ACL (Findings) 2024: 5193-5221 - [c14]Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi:
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. ACL (1) 2024: 11346-11364 - [c13]Hyungjun Oh
, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo:
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. ASPLOS (2) 2024: 369-384 - [c12]Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn:
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models. LREC/COLING 2024: 13321-13331 - [c11]Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo:
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. ECCV (31) 2024: 378-396 - [c10]Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun:
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters. EMNLP 2024: 10789-10802 - [i16]Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn:
PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models. CoRR abs/2404.00930 (2024) - [i15]Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo:
ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference. CoRR abs/2404.07947 (2024) - [i14]ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo:
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. CoRR abs/2406.02331 (2024) - [i13]Jinwoo Ahn, Junhyeok Park, Min-Jun Kim, Kanghyeon Kim, So-Yeong Sohn, Yun-Ji Lee, Du-Seong Chang, Yu-Jung Heo, Eun-Sol Kim:
Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024. CoRR abs/2406.05963 (2024) - [i12]Jun-Woo Kim, Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang:
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations. CoRR abs/2406.08718 (2024) - [i11]Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo:
How Do Large Language Models Acquire Factual Knowledge During Pretraining? CoRR abs/2406.11813 (2024) - [i10]Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo:
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration. CoRR abs/2406.16469 (2024) - [i9]Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun:
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters. CoRR abs/2406.16758 (2024) - [i8]Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi:
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. CoRR abs/2407.03051 (2024) - [i7]Youngkyung Seo, Yoonseok Heo, Jun-Seok Koh, Du-Seong Chang:
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM. CoRR abs/2407.06537 (2024) - [i6]Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung:
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition. CoRR abs/2407.18442 (2024) - [i5]Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo:
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. CoRR abs/2408.05926 (2024) - 2023
- [c9]Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun:
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective. EACL (Findings) 2023: 158-175 - [c8]Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun:
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. EMNLP (Findings) 2023: 6076-6093 - [c7]Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang:
Interactive User Interface for Dialogue Summarization. IUI 2023: 934-957 - [c6]Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi:
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. NeurIPS 2023 - [i4]Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun:
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective. CoRR abs/2302.01530 (2023) - [i3]Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi:
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. CoRR abs/2308.06744 (2023) - [i2]Jongwoo Ko, Seungjoon Park, Yujin Kim, Sumyeong Ahn, Du-Seong Chang, Euijai Ahn, Se-Young Yun:
NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models. CoRR abs/2310.10054 (2023) - 2022
- [c5]Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi:
Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. EMNLP 2022: 6713-6725 - [i1]Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi:
Understanding and Improving Knowledge Distillation for Quantization-Aware Training of Large Transformer Encoders. CoRR abs/2211.11014 (2022)
2000 – 2009
- 2008
- [c4]Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Du-Seong Chang, Myoung-Wan Koo:
Symbolic Heuristic Search Value Iteration for Factored POMDPs. AAAI 2008: 1088-1093 - 2006
- [j1]Du-Seong Chang, Key-Sun Choi:
Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities. Inf. Process. Manag. 42(3): 662-678 (2006) - 2004
- [c3]Du-Seong Chang, Key-Sun Choi:
Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities. IJCNLP 2004: 61-70 - 2001
- [c2]Jong-Hoon Oh, Kyung-Soon Lee, Du-Seong Chang, Chung Won Seo, Key-Sun Choi:
TREC-10 Experiments at KAIST: Batch Filtering and Question Answering. TREC 2001
1990 – 1999
- 1995
- [c1]Myoung-Wan Koo, Il-Hyun Sohn, Woosung Kim, Du-Seong Chang:
KT-STS: a speech translation system for hotel reservation and a continuous speech recognition system for speech translation. EUROSPEECH 1995: 1227-1230
Coauthor Index
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