Du-Seong Chang

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 23

Top Topics

Language Models For Information Retrieval

Document Retrieval

Top Venues

Publications

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)
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)
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 (2024)
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 (2024)
Youngkyung Seo, Yoonseok Heo, Jun-Seok Koh, Du-Seong Chang
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM. CoRR (2024)
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)
Euiin Yi, Taehyeon Kim, Hongseok Jeung, Du-Seong Chang, Se-Young Yun
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters. CoRR (2024)
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 (2024)
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 (2024)
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)
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 (2024)
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 (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
Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024. CoRR (2024)
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 (2024)
Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang
Interactive User Interface for Dialogue Summarization. IUI (2023)
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 (2023)
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 (2023)
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 (2023)
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)
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)
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)
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)
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 (2022)
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)
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) (2006)
Du-Seong Chang, Key-Sun Choi
Causal Relation Extraction Using Cue Phrase and Lexical Pair Probabilities. IJCNLP (2004)
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)
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)