Dongyeop Kang

Becoming Experienced Judges: Selective Test-Time Learning for Evaluators EACL 2026 Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? EACL 2026 Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs EACL 2026 ScholaWrite: A Dataset of End-to-End Scholarly Writing ACL 2026 Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026 Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026 BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation EMNLP 2025 ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO AAAI 2025 Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models ICML 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 LearnerVoice: A Dataset of Non-Native English Learners’ Spontaneous Speech INTERSPEECH 2024 Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models NAACL 2024 Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback ACL 2024 Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024 Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024 II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024 Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt COLING 2024 BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence AAAI 2024 Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract) AAAI 2024 Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic Information AAAI 2023 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 Rethinking Annotation: Can Language Learners Contribute? ACL 2023 Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023 An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features ACL 2023 A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models CONLL 2023 Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets CONLL 2023 Cluster-Guided Label Generation in Extreme Multi-Label Classification EACL 2023 StyLEx: Explaining Style Using Human Lexical Annotations EACL 2023 Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents EMNLP 2023 CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023 A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models EMNLP 2023 Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets EMNLP 2023 Story Visualization by Online Text Augmentation with Context Memory ICCV 2023 Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning ICML 2023 User or Labor: An Interaction Framework for Human-Machine Relationships in NLP EMNLP 2022 Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision ACL 2022 Understanding Iterative Revision from Human-Written Text ACL 2022 What Makes Better Augmentation Strategies? Augment Difficult but Not too Different ICLR 2022 Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks EMNLP 2022 Modeling Mathematical Notation Semantics in Academic Papers EMNLP 2021 Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica EMNLP 2021 Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding IJCNLP 2021 Zero-Shot Natural Language Video Localization ICCV 2021 Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021 Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora EMNLP 2021 INSPIRED: Toward Sociable Recommendation Dialog Systems EMNLP 2020 Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020 Posterior Calibrated Training on Sentence Classification Tasks ACL 2020 GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020 Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions EMNLP 2020 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue IJCNLP 2019 Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas EMNLP 2019 Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization EMNLP 2019 Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019 (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas IJCNLP 2019 Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization IJCNLP 2019 A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications NAACL 2018 Bridging Knowledge Gaps in Neural Entailment via Symbolic Models EMNLP 2018 AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018 Detecting and Explaining Causes From Text For a Time Series Event EMNLP 2017