Seunghyun Yoon

Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026 A Survey on LLM-based Conversational User Simulation EACL 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 CORG: Generating Answers from Complex, Interrelated Contexts NAACL 2025 Generating Diverse Hypotheses for Inductive Reasoning NAACL 2025 FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025 Text2Relight: Creative Portrait Relighting with Text Guidance AAAI 2025 Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage ICML 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 GUI Agents: A Survey ACL 2025 Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ACL 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 VLind-Bench: Measuring Language Priors in Large Vision-Language Models NAACL 2025 NoLiMa: Long-Context Evaluation Beyond Literal Matching ICML 2025 FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document EMNLP 2024 Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024 PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024 HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims EMNLP 2024 Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024 Multi-hop Database Reasoning with Virtual Knowledge Graph ACL 2024 KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024 PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck NAACL 2024 Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models INTERSPEECH 2024 Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023 Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023 PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning EMNLP 2023 PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search EACL 2023 Moment Detection in Long Tutorial Videos ICCV 2023 MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL 2023 Keyphrase Prediction from Video Transcripts: New Dataset and Directions COLING 2022 CAISE: Conversational Agent for Image Search and Editing AAAI 2022 How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image ACL 2022 Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022 Offensive Content Detection via Synthetic Code-Switched Text COLING 2022 Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022 Factual Error Correction for Abstractive Summaries Using Entity Retrieval EMNLP 2022 Multimodal Intent Discovery from Livestream Videos NAACL 2022 Fine-grained Image Captioning with CLIP Reward NAACL 2022 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding IJCNLP 2021 QACE: Asking Questions to Evaluate an Image Caption EMNLP 2021 KPQA: A Metric for Generative Question Answering Using Keyphrase Weights NAACL 2021 UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning IJCNLP 2021 ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020 Multimodal Speech Emotion Recognition Using Cross Attention with Aligned Audio and Text INTERSPEECH 2020 Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning ACL 2020 Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019 Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019 Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering NAACL 2018 Comparative Studies of Detecting Abusive Language on Twitter EMNLP 2018