Multidimensional mining of large-scale search logs: a topic-concept cube approach. - Dongyeop Kang; Daxin Jiang; Jian Pei 001; Zhen Liao; Xiaohui Sun; Ho-Jin Choi (WSDM, 2011)

Finite-time observer-based synchronization for a class of uncertain chaotic systems using adaptive terminal sliding mode control. - Jinwoo Lee; Dongyeop Kang; Sangchul Won (IECON, 2012)

Guaranteed cost control for bilinear systems by static output feedback. - Dongyeop Kang; Sangchul Won; Yu Jin Jang (Appl. Math. Comput., 2013)

Data/Feature Distributed Stochastic Coordinate Descent for Logistic Regression. - Dongyeop Kang; Woosang Lim; Kijung Shin; Lee Sael; U Kang (CIKM, 2014)

Eventera: Real-Time Event Recommendation System from Massive Heterogeneous Online Media. - Dongyeop Kang; DongGyun Han; Nahea Park; Sangtae Kim; U Kang; Soobin Lee (ICDM Workshops, 2014)

Hetero-Labeled LDA: A Partially Supervised Topic Model with Heterogeneous Labels. - Dongyeop Kang; Youngja Park; Suresh Chari (ECML/PKDD (1), 2014)

Robust H2 filter design for bilinear systems using T-S fuzzy approach. - Wookyong Kwon; Dongyeop Kang; Baeyoung Koo; Sangchul Won (ASCC, 2015)

Decentralized guaranteed cost control for uncertain large-scale singular systems via proportional-plus-derivative state feedback. - Wookyong Kwon; Dongyeop Kang; JunMin Park; Sangchul Won (ASCC, 2015)

News2Images: Automatically Summarizing News Articles into Image-Based Contents via Deep Learning. - Jung-Woo Ha 001; Dongyeop Kang; Hyuna Pyo; Jeonghee Kim (INRA@RecSys, 2015)

State feedback control with disturbance estimation and compensation for discrete-time linear systems. - Dongyeop Kang; Song Li (ASCC, 2017)

Detecting and Explaining Causes From Text For a Time Series Event. - Dongyeop Kang; Varun Gangal; Ang Lu; Zheng Chen; Eduard H. Hovy (EMNLP, 2017)

Enhancement of the real-time indoor ranging and positioning algorithm using an UWB system. - Youngjae Lee; Dongyeop Kang; Kiyoung Moon; Seongyun Cho (ICUWB, 2017)

Actionable Email Intent Modeling with Reparametrized RNNs. - Chu-Cheng Lin; Dongyeop Kang; Michael Gamon; Madian Khabsa; Ahmed Hassan Awadallah; Patrick Pantel (CoRR, 2017)

Actionable Email Intent Modeling With Reparametrized RNNs. - Chu-Cheng Lin; Dongyeop Kang; Michael Gamon; Patrick Pantel (AAAI, 2018)

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples. - Dongyeop Kang; Tushar Khot; Ashish Sabharwal; Eduard H. Hovy (ACL (1), 2018)

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models. - Dongyeop Kang; Tushar Khot; Ashish Sabharwal; Peter Clark (EMNLP, 2018)

Robust H2 state estimation for discrete-time descriptor systems. - Dongyeop Kang; Song Li; Hea-Min Lee (ICTC, 2018)

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications. - Dongyeop Kang; Waleed Ammar; Bhavana Dalvi; Madeleine van Zuylen; Sebastian Kohlmeier; Eduard H. Hovy; Roy Schwartz 001 (NAACL-HLT, 2018)

Design of robust descriptor observer with application to robotic systems. - Dongyeop Kang; Song Li; Hea-Min Lee (SyRoCo, 2018)

Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization. - Taehee Jung; Dongyeop Kang; Lucas Mentch; Eduard H. Hovy (EMNLP/IJCNLP (1), 2019)

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. - Dongyeop Kang; Anusha Balakrishnan; Pararth Shah; Paul A. Crook; Y-Lan Boureau; Jason Weston (EMNLP/IJCNLP (1), 2019)

(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas. - Dongyeop Kang; Varun Gangal; Eduard H. Hovy (EMNLP/IJCNLP (1), 2019)

Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs. - Dongyeop Kang; Eduard H. Hovy (EMNLP/IJCNLP (1), 2019)

Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs. - Dongyeop Kang; Hiroaki Hayashi; Alan W. Black; Eduard H. Hovy (CoRR, 2019)

xSLUE: A Benchmark and Analysis Platform for Cross-Style Language Understanding and Evaluation. - Dongyeop Kang; Eduard H. Hovy (CoRR, 2019)

Posterior Calibrated Training on Sentence Classification Tasks. - Taehee Jung; Dongyeop Kang; Hua Cheng; Lucas Mentch; Thomas Schaaf (ACL, 2020)

INSPIRED: Toward Sociable Recommendation Dialog Systems. - Shirley Anugrah Hayati; Dongyeop Kang; Qingxiaoyang Zhu; Weiyan Shi; Zhou Yu 005 (EMNLP (1), 2020)

Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task. - Dongyeop Kang; Eduard H. Hovy (EMNLP (1), 2020)

Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions. - Dongyeop Kang; Andrew Head; Risham Sidhu; Kyle Lo; Daniel S. Weld; Marti A. Hearst (SDP@EMNLP, 2020)

User-Specific Interfaces of Teaching Devices for Manipulation of Collaborative Robot. - Jeyoun Dong; Seong Hyeon Jo; Wookyong Kwon; Dongyeop Kang; Yunsu Chung (HCI (48), 2020)

GenAug: Data Augmentation for Finetuning Text Generators. - Steven Y. Feng; Varun Gangal; Dongyeop Kang; Teruko Mitamura; Eduard H. Hovy (CoRR, 2020)

Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding. - Dongyeop Kang; Eduard H. Hovy (ACL/IJCNLP (1), 2021)

Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols. - Andrew Head; Kyle Lo; Dongyeop Kang; Raymond Fok; Sam Skjonsberg; Daniel S. Weld; Marti A. Hearst (CHI, 2021)

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica. - Shirley Anugrah Hayati; Dongyeop Kang; Lyle H. Ungar (EMNLP (1), 2021)

Modeling Mathematical Notation Semantics in Academic Papers. - Hwiyeol Jo; Dongyeop Kang; Andrew Head; Marti A. Hearst (EMNLP (Findings), 2021)

A Study on the Usability Evaluation of Teaching Pendant for Manipulator of Collaborative Robot. - Jeyoun Dong; Wookyong Kwon; Dongyeop Kang; Seung Woo Nam (HCI (44), 2021)

Understanding Out-of-distribution: A Perspective of Data Dynamics. - Dyah Adila; Dongyeop Kang (ICBINB@NeurIPS, 2021)

Zero-shot Natural Language Video Localization. - Jinwoo Nam; Daechul Ahn; Dongyeop Kang; Seong Jong Ha; Jonghyun Choi (ICCV, 2021)

Affine Memory Control for Synchronization of Delayed Fuzzy Neural Networks. - Wookyong Kwon; Yongsik Jin; Dongyeop Kang; Sang-Moon Lee 001 (IEEE Access, 2021)

Understanding Iterative Revision from Human-Written Text. - Wanyu Du; Vipul Raheja; Dhruv Kumar 005; Zae Myung Kim; Melissa Lopez; Dongyeop Kang (ACL (1), 2022)

Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. - Zae Myung Kim; Wanyu Du; Vipul Raheja; Dhruv Kumar 005; Dongyeop Kang (EMNLP, 2022)

What Makes Better Augmentation Strategies? Augment Difficult but Not too Different. - Jaehyung Kim 001; Dongyeop Kang; Sungsoo Ahn; Jinwoo Shin (ICLR, 2022)

Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision. - Wanyu Du; Zae Myung Kim; Vipul Raheja; Dhruv Kumar 005; Dongyeop Kang (CoRR, 2022)

StyLEx: Explaining Styles with Lexicon-Based Human Perception. - Shirley Anugrah Hayati; Kyumin Park; Dheeraj Rajagopal; Lyle H. Ungar; Dongyeop Kang (CoRR, 2022)

RedPen: Region- and Reason-Annotated Dataset of Unnatural Speech. - Kyumin Park; Keon Lee; Daeyoung Kim 001; Dongyeop Kang (CoRR, 2022)

User or Labor: An Interaction Framework for Human-Machine Relationships in NLP. - Ruyuan Wan; Naome A. Etori; Karla A. Badillo-Urquiola; Dongyeop Kang (CoRR, 2022)

Everyone's Voice Matters: Quantifying Annotation Disagreement Using Demographic Information. - Ruyuan Wan; Jaehyung Kim 001; Dongyeop Kang (AAAI, 2023)

Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer. - Debarati Das 004; David Ma; Dongyeop Kang (ACL (Findings), 2023)

infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information. - Jaehyung Kim 001; Yekyung Kim; Karin de Langis; Jinwoo Shin; Dongyeop Kang (ACL (1), 2023)

Rethinking Annotation: Can Language Learners Contribute? - Haneul Yoo; Rifki Afina Putri; Changyoon Lee; Youngin Lee; So-Yeon Ahn; Dongyeop Kang; Alice Oh (ACL (1), 2023)

The Second Workshop on Intelligent and Interactive Writing Assistants. - Minsuk Chang; John Joon Young Chung; Katy Ilonka Gero; Ting-Hao Kenneth Huang; Dongyeop Kang; Mina Lee 002; Vipul Raheja; Thiemo Wambsganss (CHI Extended Abstracts, 2023)

A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models. - Karin de Langis; Dongyeop Kang (CoNLL, 2023)

Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets. - Risako Owan; Maria L. Gini; Dongyeop Kang (CoNLL, 2023)

StyLEx: Explaining Style Using Human Lexical Annotations. - Shirley Anugrah Hayati; Kyumin Park; Dheeraj Rajagopal; Lyle H. Ungar; Dongyeop Kang (EACL, 2023)

Cluster-Guided Label Generation in Extreme Multi-Label Classification. - Taehee Jung; Joo-Kyung Kim; Sungjin Lee; Dongyeop Kang (EACL, 2023)

Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents. - Hyungjoo Chae; Yongho Song; Kai Tzu-iunn Ong; Taeyoon Kwon; Minjin Kim; Youngjae Yu; Dongha Lee 003; Dongyeop Kang; Jinyoung Yeo (EMNLP, 2023)

CoEdIT: Text Editing by Task-Specific Instruction Tuning. - Vipul Raheja; Dhruv Kumar 005; Ryan Koo; Dongyeop Kang (EMNLP (Findings), 2023)

Development of Interactive Teaching Device for Difficult Teaching of Collaborative Robot. - Jeyoun Dong; Dongyeop Kang; Seung Woo Nam (HCI (45), 2023)

Story Visualization by Online Text Augmentation with Context Memory. - Daechul Ahn; Daneul Kim; Gwangmo Song; Seung Hwan Kim; Honglak Lee; Dongyeop Kang; Jonghyun Choi (ICCV, 2023)

Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning. - Jaehyung Kim 001; Jinwoo Shin; Dongyeop Kang (ICML, 2023)

Annotation Imputation to Individualize Predictions: Initial Studies on Distribution Dynamics and Model Predictions. - London Lowmanstone; Ruyuan Wan; Risako Owan; Jaehyung Kim 001; Dongyeop Kang (NLPerspectives@ECAI, 2023)

The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces. - Kyle Lo; Joseph Chee Chang; Andrew Head; Jonathan Bragg; Amy X. Zhang; Cassidy Trier; Chloe Anastasiades; Tal August; Russell Authur; Danielle Bragg; Erin Bransom; Isabel Cachola; et al. (CoRR, 2023)

Decoding the End-to-end Writing Trajectory in Scholarly Manuscripts. - Ryan Koo; Anna Martin; Linghe Wang; Dongyeop Kang (CoRR, 2023)

"Is the Pope Catholic?" Applying Chain-of-Thought Reasoning to Understanding Conversational Implicatures. - Zae Myung Kim; David E. Taylor; Dongyeop Kang (CoRR, 2023)

Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction. - Anna Martin-Boyle; Andrew Head; Kyle Lo; Risham Sidhu; Marti A. Hearst; Dongyeop Kang (CoRR, 2023)

Diffusion Models in NLP: A Survey. - Hao Zou; Zae Myung Kim; Dongyeop Kang (CoRR, 2023)

An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features. - Rose Neis; Karin de Langis; Zae Myung Kim; Dongyeop Kang (CoRR, 2023)

How Far Can We Extract Diverse Perspectives from Large Language Models? Criteria-Based Diversity Prompting! - Shirley Anugrah Hayati; Minhwa Lee; Dheeraj Rajagopal; Dongyeop Kang (CoRR, 2023)

Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract). - Ryan Koo; Yekyung Kim; Dongyeop Kang; Jaehyung Kim 001 (AAAI, 2024)

BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence. - Zhecheng Sheng; Tianhao Zhang; Chen Jiang; Dongyeop Kang (AAAI, 2024)

Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback. - Daechul Ahn; Yura Choi; Youngjae Yu; Dongyeop Kang; Jonghyun Choi (ACL (1), 2024)

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering. - Jihyung Kil; Farideh Tavazoee; Dongyeop Kang; Joo-Kyung Kim (ACL (Findings), 2024)

Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs. - Zae Myung Kim; Kwang Hee Lee; Preston Zhu; Vipul Raheja; Dongyeop Kang (ACL (1), 2024)

Benchmarking Cognitive Biases in Large Language Models as Evaluators. - Ryan Koo; Minhwa Lee; Vipul Raheja; Jong Inn Park; Zae Myung Kim; Dongyeop Kang (ACL (Findings), 2024)

$ mathcal{H}_{ infty}$ Filter Design for Discrete-Time LPV Systems. - Dongyeop Kang; Chaneun Park 001 (ACC, 2024)

Skepticism and Sentiment Analysis to Understand Consumer Perception of Virtual Influencers in Social Media Advertising. - Smitha Muthya Sudheendra; Maral Abdollahi; Dongyeop Kang; Jisu Huh; Jaideep Srivastava (IEEE Big Data, 2024)

Dark Sides: Envisioning, Understanding, and Preventing Harmful Effects of Writing Assistants - The Third Workshop on Intelligent and Interactive Writing Assistants. - Minsuk Chang; John Joon Young Chung; Katy Ilonka Gero; Ting-Hao Kenneth Huang; Dongyeop Kang; Vipul Raheja; Sarah Sterman; Thiemo Wambsganss (CHI Extended Abstracts, 2024)

SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt. - Smitha Muthya Sudheendra; Maral Abdollahi; Dongyeop Kang; Jisu Huh; Jaideep Srivastava (LREC/COLING, 2024)

How Far Can We Extract Diverse Perspectives from Large Language Models? - Shirley Anugrah Hayati; Minhwa Lee; Dheeraj Rajagopal; Dongyeop Kang (EMNLP, 2024)

Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation. - Karin de Langis; Ryan Koo; Dongyeop Kang (EMNLP, 2024)

LearnerVoice: A Dataset of Non-Native English Learners' Spontaneous Speech. - Haechan Kim; Junho Myung; Seoyoung Kim; Sungpah Lee; Dongyeop Kang; Juho Kim (INTERSPEECH, 2024)

Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models. - Debarati Das 004; Ishaan Gupta; Jaideep Srivastava; Dongyeop Kang (NAACL-HLT (Findings), 2024)

Under the Surface: Tracking the Artifactuality of LLM-Generated Data. - Debarati Das 004; Karin de Langis; Anna Martin-Boyle; Jaehyung Kim 001; Minhwa Lee; Zae Myung Kim; Shirley Anugrah Hayati; Risako Owan; Bin Hu; Ritik Parkar; Ryan Koo; Jong Inn Park; et al. (CoRR, 2024)

SelectLLM: Can LLMs Select Important Instructions to Annotate? - Ritik Sachin Parkar; Jaehyung Kim 001; Jong Inn Park; Dongyeop Kang (CoRR, 2024)

Shallow Synthesis of Knowledge in GPT-Generated Texts: A Case Study in Automatic Related Work Composition. - Anna Martin-Boyle; Aahan Tyagi; Marti A. Hearst; Dongyeop Kang (CoRR, 2024)

Reinforcement Learning with Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation. - Karin de Langis; Ryan Koo; Dongyeop Kang (CoRR, 2024)

Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation. - Ruixin Yang; Dheeraj Rajagopal; Shirley Anugrah Hayati; Bin Hu; Dongyeop Kang (CoRR, 2024)

On the Sequence Evaluation based on Stochastic Processes. - Tianhao Zhang; Zhexiao Lin; Zhecheng Sheng; Chen Jiang; Dongyeop Kang (CoRR, 2024)

Joint Demonstration and Preference Learning Improves Policy Alignment with Human Feedback. - Chenliang Li; Siliang Zeng; Zeyi Liao; Jiaxiang Li; Dongyeop Kang; Alfredo García 001; Mingyi Hong 001 (CoRR, 2024)

i-SRT: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective Judgment. - Daechul Ahn; Yura Choi; San Kim; Youngjae Yu; Dongyeop Kang; Jonghyun Choi (CoRR, 2024)

Human-AI Collaborative Taxonomy Construction: A Case Study in Profession-Specific Writing Assistants. - Minhwa Lee; Zae Myung Kim; Vivek A. Khetan; Dongyeop Kang (CoRR, 2024)

Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations. - Minoh Jeong; Min Namgung; Zae Myung Kim; Dongyeop Kang; Yao-Yi Chiang; Alfred Hero (CoRR, 2024)

Linguistically Informed Language Generation: A Multi-faceted Approach - Dongyeop Kang (2024)

Talk Through It: End User Directed Manipulation Learning. - Carl Winge; Adam Imdieke; Bahaa Aldeeb; Dongyeop Kang; Karthik Desingh (IEEE Robotics Autom. Lett., 2024)

The Semantic Reader Project. - Kyle Lo; Joseph Chee Chang; Andrew Head; Jonathan Bragg; Amy X. Zhang; Cassidy Trier; Chloe Anastasiades; Tal August; Russell Authur; Danielle Bragg; Erin Bransom; Isabel Cachola; et al. (Commun. ACM, 2024)

ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO. - Daechul Ahn; Yura Choi; San Kim; Youngjae Yu; Dongyeop Kang; Jonghyun Choi (AAAI, 2025)

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models. - Shirley Anugrah Hayati; Taehee Jung; Tristan Bodding-Long; Sudipta Kar; Abhinav Sethy; Joo-Kyung Kim; Dongyeop Kang (AAAI, 2025)

How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs. - Karin de Langis; Jong Inn Park; Andreas Schramm; Bin Hu; Khanh Chi Le; Dongyeop Kang (ACL (1), 2025)

Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment. - Chenliang Li; Siliang Zeng; Zeyi Liao; Jiaxiang Li; Dongyeop Kang; Alfredo García 001; Mingyi Hong 001 (ICLR, 2025)

ScholaWrite: A Dataset of End-to-End Scholarly Writing Process. - Linghe Wang; Minhwa Lee; Ross Volkov; Luan Tuyen Chau; Dongyeop Kang (CoRR, 2025)

RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models. - Quan Wei 001; Chung-Yiu Yau; Hoi-To Wai; Yang Zhao; Dongyeop Kang; Youngsuk Park; Mingyi Hong 001 (CoRR, 2025)

Learning a High-quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum. - Yihong Liu; Dongyeop Kang; Sehoon Ha (CoRR, 2025)

A Framework for Robust Cognitive Evaluation of LLMs. - Karin de Langis; Jong Inn Park; Bin Hu; Khanh Chi Le; Andreas Schramm; Michael C. Mensink; Andrew Elfenbein; Dongyeop Kang (CoRR, 2025)

Align to Structure: Aligning Large Language Models with Structural Information. - Zae Myung Kim; Anand Ramachandran; Farideh Tavazoee; Joo-Kyung Kim; Oleg Rokhlenko; Dongyeop Kang (CoRR, 2025)

Learning Explainable Dense Reward Shapes via Bayesian Optimization. - Ryan Koo; Ian Yang; Vipul Raheja; Mingyi Hong 001; Kwang-Sung Jun; Dongyeop Kang (CoRR, 2025)

Stealing Creator's Workflow: A Creator-Inspired Agentic Framework with Iterative Feedback Loop for Improved Scientific Short-form Generation. - Jong Inn Park; Maanas Taneja; Qianwen Wang; Dongyeop Kang (CoRR, 2025)

LawFlow : Collecting and Simulating Lawyers' Thought Processes. - Debarati Das 004; Khanh Chi Le; Ritik Sachin Parkar; Karin de Langis; Brendan Madson; Chad M. Berryman; Robin M. Willis; Daniel H. Moses; Brett McDonnell; Daniel Schwarcz; Dongyeop Kang (CoRR, 2025)

Toward Evaluative Thinking: Meta Policy Optimization with Evolving Reward Models. - Zae Myung Kim; Chanwoo Park; Vipul Raheja; Dongyeop Kang (CoRR, 2025)

How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs. - Karin de Langis; Jong Inn Park; Andreas Schramm; Bin Hu; Khanh Chi Le; Michael C. Mensink; Ahn Thu Tong; Dongyeop Kang (CoRR, 2025)

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold. - Pan Hao; Dongyeop Kang; Nicholas Hinds; Qianwen Wang (CoRR, 2025)