| 2026 | AAAI | Align to Structure: Aligning Large Language Models with Structural Information. | Zae Myung Kim, Anand Ramachandran, Farideh Tavazoee, Joo-Kyung Kim, Oleg Rokhlenko, Dongyeop Kang |
| 2026 | ACL | Scaling Unverifiable Rewards: A Case Study on Visual Insights. | Shuyu Gan, James Mooney, Pan Hao, Renxiang Wang, Mingyi Hong, Qianwen Wang, Dongyeop Kang |
| 2026 | ACL | When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs. | Soyeong Jeong, Taehee Jung, Sung Ju Hwang, Joo-Kyung Kim, Dongyeop Kang |
| 2026 | ACL | ScholaWrite: A Dataset of End-to-End Scholarly Writing. | Khanh Chi Le, Linghe Wang, Minhwa Lee, Ross Volkov, Luan Tuyen Chau, Dongyeop Kang |
| 2026 | ACL | Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL. | Haotian Zhai, Jingcheng Liang, Dongyeop Kang |
| 2026 | EACL | Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding. | Seyyed Saeid Cheshmi, Hahnemann Ortiz, James Mooney, Dongyeop Kang |
| 2026 | EACL | Becoming Experienced Judges: Selective Test-Time Learning for Evaluators. | Seungyeon Jwa, Daechul Ahn, Reokyoung Kim, Dongyeop Kang, Jonghyun Choi |
| 2026 | EACL | Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? | Karin de Langis, Pren ncel, Ryan Peters, Andrew Elfenbein, Laura Kristen Allen, Andreas Schramm, Dongyeop Kang |
| 2026 | EACL | Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs. | Karin de Langis, Jong Inn Park, Khanh Chi Le, Andreas Schramm, Andrew Elfenbein, Michael C. Mensink, Dongyeop Kang |
| 2026 | LREC | Tracing How Annotators Think: Augmenting Preference Judgments with Reading Processes. | Karin Johanna Denton de Langis, William Walker, Khanh Chi Le, Dongyeop Kang |
| 2026 | WSDM | Breaking Determinism: Stochastic Modeling for Reliable Off-Policy Evaluation in Ad Auctions. | Hongseon Yeom, Jaeyoul Shin, Soojin Min, Jeongmin Yoon, Seunghak Yu, Dongyeop Kang |
| 2025 | AAAI | 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 |
| 2025 | AAAI | 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 |
| 2025 | ACL | 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 |
| 2025 | EMNLP | BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation. | Tianhao Zhang, Zhecheng Sheng, Zhexiao Lin, Chen Jiang, Dongyeop Kang |
| 2025 | ICLR | Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment. | Chenliang Li, Siliang Zeng, Zeyi Liao, Jiaxiang Li, Dongyeop Kang, Alfredo Garca, Mingyi Hong |
| 2025 | ICML | RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models. | Quan Wei, Chung-Yiu Yau, Hoi-To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong |
| 2025 | ICRA | Learning a High-Quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum. | Yihong Liu, Dongyeop Kang, Sehoon Ha |
| 2024 | AAAI | Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract). | Ryan Koo, Yekyung Kim, Dongyeop Kang, Jaehyung Kim |
| 2024 | AAAI | BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence. | Zhecheng Sheng, Tianhao Zhang, Chen Jiang, Dongyeop Kang |
| 2024 | ACL | Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback. | Daechul Ahn, Yura Choi, Youngjae Yu, Dongyeop Kang, Jonghyun Choi |
| 2024 | ACL | II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering. | Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim |
| 2024 | ACL | Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs. | Zae Myung Kim, Kwang Hee Lee, Preston Zhu, Vipul Raheja, Dongyeop Kang |
| 2024 | ACL | Benchmarking Cognitive Biases in Large Language Models as Evaluators. | Ryan Koo, Minhwa Lee, Vipul Raheja, Jong Inn Park, Zae Myung Kim, Dongyeop Kang |
| 2024 | CHI | 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 |
| 2024 | COLING | SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt. | Smitha Muthya Sudheendra, Maral Abdollahi, Dongyeop Kang, Jisu Huh, Jaideep Srivastava |
| 2024 | EMNLP | How Far Can We Extract Diverse Perspectives from Large Language Models? | Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal, Dongyeop Kang |
| 2024 | EMNLP | Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation. | Karin de Langis, Ryan Koo, Dongyeop Kang |
| 2024 | Interspeech | LearnerVoice: A Dataset of Non-Native English Learners' Spontaneous Speech. | Haechan Kim, Junho Myung, Seoyoung Kim, Sungpah Lee, Dongyeop Kang, Juho Kim |
| 2024 | NAACL | Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models. | Debarati Das, Ishaan Gupta, Jaideep Srivastava, Dongyeop Kang |
| 2023 | AAAI | Everyone's Voice Matters: Quantifying Annotation Disagreement Using Demographic Information. | Ruyuan Wan, Jaehyung Kim, Dongyeop Kang |
| 2023 | ACL | Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer. | Debarati Das, David Ma, Dongyeop Kang |
| 2023 | ACL | infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information. | Jaehyung Kim, Yekyung Kim, Karin de Langis, Jinwoo Shin, Dongyeop Kang |
| 2023 | ACL | Rethinking Annotation: Can Language Learners Contribute? | Haneul Yoo, Rifki Afina Putri, Changyoon Lee, Youngin Lee, So-Yeon Ahn, Dongyeop Kang, Alice Oh |
| 2023 | CHI | 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, Vipul Raheja, Thiemo Wambsganss |
| 2023 | CoNLL | A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models. | Karin de Langis, Dongyeop Kang |
| 2023 | CoNLL | Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets. | Risako Owan, Maria L. Gini, Dongyeop Kang |
| 2023 | EACL | StyLEx: Explaining Style Using Human Lexical Annotations. | Shirley Anugrah Hayati, Kyumin Park, Dheeraj Rajagopal, Lyle H. Ungar, Dongyeop Kang |
| 2023 | EACL | Cluster-Guided Label Generation in Extreme Multi-Label Classification. | Taehee Jung, Joo-Kyung Kim, Sungjin Lee, Dongyeop Kang |
| 2023 | EMNLP | 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, Dongyeop Kang, Jinyoung Yeo |
| 2023 | EMNLP | CoEdIT: Text Editing by Task-Specific Instruction Tuning. | Vipul Raheja, Dhruv Kumar, Ryan Koo, Dongyeop Kang |
| 2023 | HCI | Development of Interactive Teaching Device for Difficult Teaching of Collaborative Robot. | Jeyoun Dong, Dongyeop Kang, Seung Woo Nam |
| 2023 | ICCV | Story Visualization by Online Text Augmentation with Context Memory. | Daechul Ahn, Daneul Kim, Gwangmo Song, Seung Hwan Kim, Honglak Lee, Dongyeop Kang, Jonghyun Choi |
| 2023 | ICML | Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning. | Jaehyung Kim, Jinwoo Shin, Dongyeop Kang |
| 2022 | ACL | Understanding Iterative Revision from Human-Written Text. | Wanyu Du, Vipul Raheja, Dhruv Kumar, Zae Myung Kim, Melissa Lopez, Dongyeop Kang |
| 2022 | EMNLP | Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. | Zae Myung Kim, Wanyu Du, Vipul Raheja, Dhruv Kumar, Dongyeop Kang |
| 2022 | ICLR | What Makes Better Augmentation Strategies? Augment Difficult but Not too Different. | Jaehyung Kim, Dongyeop Kang, Sungsoo Ahn, Jinwoo Shin |
| 2021 | ACL | Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding. | Dongyeop Kang, Eduard H. Hovy |
| 2021 | CHI | 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 |
| 2021 | EMNLP | Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica. | Shirley Anugrah Hayati, Dongyeop Kang, Lyle H. Ungar |
| 2021 | EMNLP | Modeling Mathematical Notation Semantics in Academic Papers. | Hwiyeol Jo, Dongyeop Kang, Andrew Head, Marti A. Hearst |
| 2021 | HCI | A Study on the Usability Evaluation of Teaching Pendant for Manipulator of Collaborative Robot. | Jeyoun Dong, Wookyong Kwon, Dongyeop Kang, Seung Woo Nam |
| 2021 | ICCV | Zero-shot Natural Language Video Localization. | Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi |
| 2020 | ACL | Posterior Calibrated Training on Sentence Classification Tasks. | Taehee Jung, Dongyeop Kang, Hua Cheng, Lucas Mentch, Thomas Schaaf |
| 2020 | EMNLP | INSPIRED: Toward Sociable Recommendation Dialog Systems. | Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu |
| 2020 | EMNLP | Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task. | Dongyeop Kang, Eduard H. Hovy |
| 2020 | EMNLP | 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 |
| 2020 | HCI | User-Specific Interfaces of Teaching Devices for Manipulation of Collaborative Robot. | Jeyoun Dong, Seong Hyeon Jo, Wookyong Kwon, Dongyeop Kang, Yunsu Chung |
| 2019 | EMNLP | Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization. | Taehee Jung, Dongyeop Kang, Lucas Mentch, Eduard H. Hovy |
| 2019 | EMNLP | 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 |
| 2019 | EMNLP | (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas. | Dongyeop Kang, Varun Gangal, Eduard H. Hovy |
| 2019 | EMNLP | Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs. | Dongyeop Kang, Eduard H. Hovy |
| 2018 | AAAI | Actionable Email Intent Modeling With Reparametrized RNNs. | Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Patrick Pantel |
| 2018 | ACL | AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples. | Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Eduard H. Hovy |
| 2018 | EMNLP | Bridging Knowledge Gaps in Neural Entailment via Symbolic Models. | Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Peter Clark |
| 2018 | NAACL | 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 |
| 2017 | EMNLP | Detecting and Explaining Causes From Text For a Time Series Event. | Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard H. Hovy |
| 2015 | RecSys | News2Images: Automatically Summarizing News Articles into Image-Based Contents via Deep Learning. | Jung-Woo Ha, Dongyeop Kang, Hyuna Pyo, Jeonghee Kim |
| 2014 | CIKM | Data/Feature Distributed Stochastic Coordinate Descent for Logistic Regression. | Dongyeop Kang, Woosang Lim, Kijung Shin, Lee Sael, U Kang |
| 2014 | ICDM | Eventera: Real-Time Event Recommendation System from Massive Heterogeneous Online Media. | Dongyeop Kang, DongGyun Han, Nahea Park, Sangtae Kim, U Kang, Soobin Lee |
| 2012 | IECON | Finite-time observer-based synchronization for a class of uncertain chaotic systems using adaptive terminal sliding mode control. | Jinwoo Lee, Dongyeop Kang, Sangchul Won |
| 2011 | WSDM | Multidimensional mining of large-scale search logs: a topic-concept cube approach. | Dongyeop Kang, Daxin Jiang, Jian Pei, Zhen Liao, Xiaohui Sun, Ho-Jin Choi |