Mining the Minds of Customers from Online Chat Logs. - Kunwoo Park; Jaewoo Kim; Jaram Park; Meeyoung Cha; Jiin Nam; Seunghyun Yoon 002; Eunhee Rhim (CIKM, 2015)

Automatic Question Answering System for Consumer Products. - Seunghyun Yoon 002; Mohan Sundar; Abhishek Gupta; Kyomin Jung (IntelliSys (2), 2016)

Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural Network. - Seunghyun Yoon 002; Hyeongu Yun; Yuna Kim; Gyu-tae Park; Kyomin Jung (AAAI Workshops, 2017)

Synonym discovery with etymology-based word embeddings. - Seunghyun Yoon 002; Pablo Estrada; Kyomin Jung (SSCI, 2017)

Comparative Studies of Detecting Abusive Language on Twitter. - Younghun Lee; Seunghyun Yoon 002; Kyomin Jung (ALW, 2018)

Contextual-CNN: A Novel Architecture Capturing Unified Meaning for Sentence Classification. - Joongbo Shin; Yanghoon Kim; Seunghyun Yoon 002; Kyomin Jung (BigComp, 2018)

Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering. - Seunghyun Yoon 002; Joongbo Shin; Kyomin Jung (NAACL-HLT, 2018)

Multimodal Speech Emotion Recognition Using Audio and Text. - Seunghyun Yoon 002; Seokhyun Byun; Kyomin Jung (SLT, 2018)

Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder. - Seunghyun Yoon 002; Kunwoo Park; Joongbo Shin; Hongjun Lim; Seungpil Won; Meeyoung Cha; Kyomin Jung (AAAI, 2019)

Neural Networks for Compressing and Classifying Speaker-Independent Paralinguistic Signals. - Seokhyun Byun; Seunghyun Yoon 002; Kyomin Jung (BigComp, 2019)

Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. - Jiin Nam; Seunghyun Yoon 002; Kyomin Jung (BioNLP@ACL, 2019)

A Compare-Aggregate Model with Latent Clustering for Answer Selection. - Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (CIKM, 2019)

Speech Emotion Recognition Using Multi-hop Attention Mechanism. - Seunghyun Yoon 002; Seokhyun Byun; Subhadeep Dey; Kyomin Jung (ICASSP, 2019)

Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning. - Joongbo Shin; Yoonhyung Lee; Seunghyun Yoon 002; Kyomin Jung (ACL, 2020)

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (Eval4NLP, 2020)

Attentive Modality Hopping Mechanism for Speech Emotion Recognition. - Seunghyun Yoon 002; Subhadeep Dey; Hwanhee Lee; Kyomin Jung (ICASSP, 2020)

Multimodal Speech Emotion Recognition Using Cross Attention with Aligned Audio and Text. - Yoonhyung Lee; Seunghyun Yoon 002; Kyomin Jung (INTERSPEECH, 2020)

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. - Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (LREC, 2020)

Drug-Disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data. - Heeyoung Kwak; Minwoo Lee 003; Seunghyun Yoon 002; Jooyoung Chang; Sang Min Park; Kyomin Jung (PAKDD (2), 2020)

Collaborative Training of Gans in Continuous and Discrete Spaces for Text Generation. - Yanghoon Kim; Seungpil Won; Seunghyun Yoon 002; Kyomin Jung (IEEE Access, 2020)

BaitWatcher: A lightweight web interface for the detection of incongruent news headlines. - Kunwoo Park; Taegyun Kim; Seunghyun Yoon 002; Meeyoung Cha; Kyomin Jung (CoRR, 2020)

DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (CoRR, 2020)

KPQA: A Metric for Generative Question Answering Using Word Weights. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Joongbo Shin; Kyomin Jung (CoRR, 2020)

Comparative studies on machine learning for paralinguistic signal compression and classification. - Seokhyun Byun; Seunghyun Yoon 002; Kyomin Jung (J. Supercomput., 2020)

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Kyomin Jung (ACL/IJCNLP (2), 2021)

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. - Khalil Mrini; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (ACL/IJCNLP (1), 2021)

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization. - Khalil Mrini; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (BioNLP@NAACL-HLT, 2021)

QACE: Asking Questions to Evaluate an Image Caption. - Hwanhee Lee; Thomas Scialom; Seunghyun Yoon 002; Franck Dernoncourt; Kyomin Jung (EMNLP (Findings), 2021)

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. - Jian-Guo Zhang 005; Trung Bui; Seunghyun Yoon 002; Xiang Chen; Zhiwei Liu 001; Congying Xia; Quan Hung Tran; Walter Chang; Philip S. Yu (EMNLP (1), 2021)

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Joongbo Shin; Kyomin Jung (NAACL-HLT, 2021)

Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network. - Seunghyun Yoon 002; Kunwoo Park; Minwoo Lee 003; Taegyun Kim; Meeyoung Cha; Kyomin Jung (IEEE Access, 2021)

CAISE: Conversational Agent for Image Search and Editing. - Hyounghun Kim; Doo Soon Kim; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Mohit Bansal (AAAI, 2022)

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. - Khalil Mrini; Harpreet Singh; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (COLING, 2022)

Offensive Content Detection via Synthetic Code-Switched Text. - Cesa Salaam; Franck Dernoncourt; Trung Bui; Danda B. Rawat; Seunghyun Yoon 002 (COLING, 2022)

Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. - Yeon Seonwoo; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Alice Oh (COLING, 2022)

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. - Amir Pouran Ben Veyseh; Nicole Meister; Seunghyun Yoon 002; Rajiv Jain; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

Keyphrase Prediction from Video Transcripts: New Dataset and Directions. - Amir Pouran Ben Veyseh; Quan Hung Tran; Seunghyun Yoon 002; Varun Manjunatha; Hanieh Deilamsalehy; Rajiv Jain; Trung Bui; Walter Chang; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

Simple Questions Generate Named Entity Recognition Datasets. - Hyunjae Kim; Jaehyo Yoo; Seunghyun Yoon 002; Jinhyuk Lee; Jaewoo Kang (EMNLP, 2022)

Fine-grained Image Captioning with CLIP Reward. - Jaemin Cho 001; Seunghyun Yoon 002; Ajinkya Kale; Franck Dernoncourt; Trung Bui; Mohit Bansal (NAACL-HLT (Findings), 2022)

Multimodal Intent Discovery from Livestream Videos. - Adyasha Maharana; Quan Hung Tran; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Mohit Bansal (NAACL-HLT (Findings), 2022)

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image. - Hyewon Choi; Yejun Yoon; Seunghyun Yoon 002; Kunwoo Park (CoRR, 2022)

Factual Error Correction for Abstractive Summaries Using Entity Retrieval. - Hwanhee Lee; Cheon-Eum Park; Seunghyun Yoon 002; Trung Bui; Franck Dernoncourt; Juae Kim; Kyomin Jung (CoRR, 2022)

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations. - Hyunjae Kim; Jaehyo Yoo; Seunghyun Yoon 002; Jaewoo Kang (ACL (1), 2023)

MeetingQA: Extractive Question-Answering on Meeting Transcripts. - Archiki Prasad; Trung Bui; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Mohit Bansal (ACL (1), 2023)

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. - Zhongfen Deng; Seunghyun Yoon 002; Trung Bui; Franck Dernoncourt; Quan Hung Tran; Shuaiqi Liu 002; Wenting Zhao 006; Tao Zhang 055; Yibo Wang 001; Philip S. Yu (IEEE Big Data, 2023)

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. - Thang M. Pham; Seunghyun Yoon 002; Trung Bui; Anh Nguyen 002 (EACL, 2023)

PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning. - Yongil Kim; Yerin Hwang; Hyeongu Yun; Seunghyun Yoon 002; Trung Bui; Kyomin Jung (EMNLP (Findings), 2023)

Moment Detection in Long Tutorial Videos. - Ioana Croitoru; Simion-Vlad Bogolin; Samuel Albanie; Yang Liu 105; Zhaowen Wang; Seunghyun Yoon 002; Franck Dernoncourt; Hailin Jin; Trung Bui (ICCV, 2023)

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. - Viet Dac Lai; Abel Salinas; Hao Tan 002; Trung Bui; Quan Tran; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Thien Huu Nguyen (INTERSPEECH, 2023)

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. - Viet Dac Lai; Abel Salinas; Hao Tan 002; Trung Bui; Quan Hung Tran; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2023)

Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning. - Meryem M'hamdi; Jonathan May; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (CoRR, 2023)

MVMR: Evaluating Natural Language Video Localization Bias over Multiple Reliable Videos Pool. - Nakyeong Yang; Minsung Kim; Seunghyun Yoon 002; Joongbo Shin; Kyomin Jung (CoRR, 2023)

Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability. - Yejun Yoon; Seunghyun Yoon 002; Kunwoo Park (ACL (Findings), 2024)

A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors. - Nakyeong Yang; Minsung Kim; Seunghyun Yoon 002; Joongbo Shin; Kyomin Jung (CIKM, 2024)

Scaling Up Video Summarization Pretraining with Large Language Models. - Dawit Mureja Argaw; Seunghyun Yoon 002; Fabian Caba Heilbron; Hanieh Deilamsalehy; Trung Bui; Zhaowen Wang; Franck Dernoncourt; Joon Son Chung (CVPR, 2024)

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. - Hyunjae Kim; Seunghyun Yoon 002; Trung Bui; Handong Zhao; Quan Hung Tran; Franck Dernoncourt; Jaewoo Kang (EACL (Findings), 2024)

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. - Mihir Parmar; Hanieh Deilamsalehy; Franck Dernoncourt; Seunghyun Yoon 002; Ryan A. Rossi; Trung Bui (EMNLP, 2024)

PDFTriage: Question Answering over Long, Structured Documents. - Jon Saad-Falcon; Joe Barrow; Alexa F. Siu; Ani Nenkova; Seunghyun Yoon 002; Ryan A. Rossi; Franck Dernoncourt (EMNLP (Industry Track), 2024)

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document. - Joonho Yang; Seunghyun Yoon 002; Byeongjeong Kim; Hwanhee Lee (EMNLP, 2024)

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. - Minh Nguyen 007; Franck Dernoncourt; Seunghyun Yoon 002; Hanieh Deilamsalehy; Hao Tan 002; Ryan A. Rossi; Quan Hung Tran; Trung Bui; Thien Huu Nguyen (INTERSPEECH, 2024)

Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. - Linzi Xing; Quan Hung Tran; Fabian Caba; Franck Dernoncourt; Seunghyun Yoon 002; Zhaowen Wang; Trung Bui; Giuseppe Carenini (MMM (3), 2024)

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. - Thang Pham; Peijie Chen; Tin Nguyen 006; Seunghyun Yoon 002; Trung Bui; Anh Nguyen 002 (NAACL-HLT (Findings), 2024)

Multilingual Meta-Distillation Alignment for Semantic Retrieval. - Meryem M'hamdi; Jonathan May; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (SIGIR, 2024)

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining. - Yejun Yoon; Seunghyun Yoon 002; Kunwoo Park (CoRR, 2024)

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. - Hyunjae Kim; Seunghyun Yoon 002; Trung Bui; Handong Zhao; Quan Tran; Franck Dernoncourt; Jaewoo Kang (CoRR, 2024)

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. - Thang M. Pham; Peijie Chen; Tin Nguyen 006; Seunghyun Yoon 002; Trung Bui; Anh Nguyen 002 (CoRR, 2024)

Retrieval Augmented Generation for Domain-specific Question Answering. - Sanat Sharma; David Seunghyun Yoon; Franck Dernoncourt; Dewang Sultania; Karishma Bagga; Mengjiao Zhang; Trung Bui; Varun Kotte (CoRR, 2024)

KaPQA: Knowledge-Augmented Product Question-Answering. - Swetha Eppalapally; Daksh Dangi; Chaithra Bhat; Ankita Gupta; Ruiyi Zhang 002; Shubham Agarwal 007; Karishma Bagga; Seunghyun Yoon 002; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2024)

DynaSaur: Large Language Agents Beyond Predefined Actions. - Dang Nguyen; Viet Dac Lai; Seunghyun Yoon 002; Ryan A. Rossi; Handong Zhao; Ruiyi Zhang 002; Puneet Mathur; Nedim Lipka; Yu Wang 160; Trung Bui; Franck Dernoncourt; Tianyi Zhou 001 (CoRR, 2024)

SlimLM: An Efficient Small Language Model for On-Device Document Assistance. - Thang M. Pham; Phat T. Nguyen; Seunghyun Yoon 002; Viet Dac Lai; Franck Dernoncourt; Trung Bui (CoRR, 2024)

Domain-specific Question Answering with Hybrid Search. - Dewang Sultania; Zhaoyu Lu; Twisha Naik; Franck Dernoncourt; David Seunghyun Yoon; Sanat Sharma; Trung Bui; Ashok Gupta; Tushar Vatsa; Suhas Suresha; Ishita Verma; Vibha Belavadi; et al. (CoRR, 2024)

GUI Agents: A Survey. - Dang Nguyen; Jian Chen 043; Yu Wang 160; Gang Wu 013; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia 007; Xintong Li 001; Jing Shi 005; et al. (CoRR, 2024)

GUI Agents: A Survey. - Dang Nguyen; Jian Chen 043; Yu Wang 160; Gang Wu 013; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia 007; Xintong Li 001; Jing Shi 005; et al. (ACL (Findings), 2025)

From Selection to Generation: A Survey of LLM-based Active Learning. - Yu Xia 007; Subhojyoti Mukherjee; Zhouhang Xie; Junda Wu; Xintong Li 001; Ryan Aponte; Hanjia Lyu; Joe Barrow; Hongjie Chen 003; Franck Dernoncourt; Branislav Kveton; Tong Yu 001; et al. (ACL (1), 2025)

CORG: Generating Answers from Complex, Interrelated Contexts. - Hyunji Lee; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (NAACL (Long Papers), 2025)

NoLiMa: Long-Context Evaluation Beyond Literal Matching. - Ali Modarressi; Hanieh Deilamsalehy; Franck Dernoncourt; Trung Bui; Ryan A. Rossi; Seunghyun Yoon 002; Hinrich Schütze (CoRR, 2025)

FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge. - Nakyeong Yang; Minsung Kim; Seunghyun Yoon 002; Joongbo Shin; Kyomin Jung (CoRR, 2025)

Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization. - Joonho Yang; Seunghyun Yoon 002; Hwan Chang; Byeongjeong Kim; Hwanhee Lee (CoRR, 2025)

Learning to Clarify by Reinforcement Learning Through Reward-Weighted Fine-Tuning. - Subhojyoti Mukherjee; Viet Dac Lai; Raghavendra Addanki; Ryan A. Rossi; Seunghyun Yoon 002; Trung Bui; Anup B. Rao; Jayakumar Subramanian; Branislav Kveton (CoRR, 2025)

MS4UI: A Dataset for Multi-modal Summarization of User Interface Instructional Videos. - Yuan Zang; Hao Tan 002; Seunghyun Yoon 002; Franck Dernoncourt; Jiuxiang Gu; Kushal Kafle; Chen Sun 002; Trung Bui (CoRR, 2025)

Context-Informed Grounding Supervision. - Hyunji Lee; Seunghyun Yoon 002; Yunjae Won; Hanseok Oh; Geewook Kim; Trung Bui; Franck Dernoncourt; Elias Stengel-Eskin; Mohit Bansal; Minjoon Seo (CoRR, 2025)

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. - Mohamed Elmoghany; Ryan A. Rossi; Seunghyun Yoon 002; Subhojyoti Mukherjee; Eslam Mohamed Bakr; Puneet Mathur; Gang Wu 013; Viet Dac Lai; Nedim Lipka; Ruiyi Zhang 002; Varun Manjunatha; Chien Van Nguyen; et al. (CoRR, 2025)