Seunghyun Yoon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 91

Top Topics

Emotion Recognition

Extractive Summarization

Semantic Search

Top Venues

NAACL-HLT (Findings)

Publications

Joonho Yang, Seunghyun Yoon, Byeongjeong Kim, Hwanhee Lee
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document. CoRR (2024)
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran, Franck Dernoncourt, Jaewoo Kang
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. CoRR (2024)
Yejun Yoon, Seunghyun Yoon, Kunwoo Park
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability. ACL (Findings) (2024)
Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
Scaling Up Video Summarization Pretraining with Large Language Models. CoRR (2024)
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) (2024)
Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. CoRR (2024)
Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt, Seunghyun Yoon, Ryan A. Rossi, Trung Bui
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. CoRR (2024)
Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
KaPQA: Knowledge-Augmented Product Question-Answering. CoRR (2024)
Yejun Yoon, Seunghyun Yoon, Kunwoo Park
Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining. CoRR (2024)
Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
Multilingual Meta-Distillation Alignment for Semantic Retrieval. SIGIR (2024)
Thang M. Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Nguyen
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. CoRR (2024)
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. MMM (3) (2024)
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. CoRR (2023)
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR (2023)
Archiki Prasad, Trung Bui, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal
MeetingQA: Extractive Question-Answering on Meeting Transcripts. ACL (1) (2023)
Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, Seunghyun Yoon
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning. CoRR (2023)
Yongil Kim, Yerin Hwang, Hyeongu Yun, Seunghyun Yoon, Trung Bui, Kyomin Jung
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning. EMNLP (Findings) (2023)
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. CoRR (2023)
Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. EACL (2023)
Yongil Kim, Yerin Hwang, Hyeongu Yun, Seunghyun Yoon, Trung Bui, Kyomin Jung
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning. CoRR (2023)
Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung
MVMR: Evaluating Natural Language Video Localization Bias over Multiple Reliable Videos Pool. CoRR (2023)
Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui
Moment Detection in Long Tutorial Videos. ICCV (2023)
Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. INTERSPEECH (2023)
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations. ACL (1) (2023)
Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. BigData (2023)
Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal
Multimodal Intent Discovery from Livestream Videos. NAACL-HLT (Findings) (2022)
Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung
Multimodal Speech Emotion Recognition using Cross Attention with Aligned Audio and Text. CoRR (2022)
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
Fine-grained Image Captioning with CLIP Reward. NAACL-HLT (Findings) (2022)
Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen
Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING (2022)
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
Simple Questions Generate Named Entity Recognition Datasets. EMNLP (2022)
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. CoRR (2022)
Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon
Offensive Content Detection via Synthetic Code-Switched Text. COLING (2022)
Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. COLING (2022)
Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal
CAISE: Conversational Agent for Image Search and Editing. AAAI (2022)
Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. CoRR (2022)
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations. CoRR (2022)
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. COLING (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. CoRR (2022)
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
Fine-grained Image Captioning with CLIP Reward. CoRR (2022)
Hyewon Choi, Yejun Yoon, Seunghyun Yoon, Kunwoo Park
How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image. CoRR (2022)
Hwanhee Lee, Cheon-Eum Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung
Factual Error Correction for Abstractive Summaries Using Entity Retrieval. CoRR (2022)
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. COLING (2022)
Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal
CAISE: Conversational Agent for Image Search and Editing. CoRR (2022)
Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
QACE: Asking Questions to Evaluate an Image Caption. CoRR (2021)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. CoRR (2021)
Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
QACE: Asking Questions to Evaluate an Image Caption. EMNLP (Findings) (2021)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. NAACL-HLT (2021)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. ACL/IJCNLP (2) (2021)
Seunghyun Yoon, Kunwoo Park, Minwoo Lee, Taegyun Kim, Meeyoung Cha, Kyomin Jung
Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network. IEEE Access 9 (2021)
Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization. BioNLP@NAACL-HLT (2021)
Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. ACL/IJCNLP (1) (2021)
Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
Simple Questions Generate Named Entity Recognition Datasets. CoRR (2021)
Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. CoRR (2021)
Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. EMNLP (1) (2021)
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. LREC (2020)
Yanghoon Kim, Seungpil Won, Seunghyun Yoon, Kyomin Jung
Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation. CoRR (2020)
Seokhyun Byun, Seunghyun Yoon, Kyomin Jung
Comparative studies on machine learning for paralinguistic signal compression and classification. J. Supercomput. 76 (10) (2020)
Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung
Multimodal Speech Emotion Recognition Using Cross Attention with Aligned Audio and Text. INTERSPEECH (2020)
Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning. CoRR (2020)
Kunwoo Park, Taegyun Kim, Seunghyun Yoon, Meeyoung Cha, Kyomin Jung
BaitWatcher: A lightweight web interface for the detection of incongruent news headlines. CoRR (2020)
Seunghyun Yoon, Subhadeep Dey, Hwanhee Lee, Kyomin Jung
Attentive Modality Hopping Mechanism for Speech Emotion Recognition. ICASSP (2020)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
KPQA: A Metric for Generative Question Answering Using Word Weights. CoRR (2020)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT. Eval4NLP (2020)
Heeyoung Kwak, Minwoo Lee, Seunghyun Yoon, Jooyoung Chang, Sang Min Park, Kyomin Jung
Drug-Disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data. PAKDD (2) (2020)
Yanghoon Kim, Seungpil Won, Seunghyun Yoon, Kyomin Jung
Collaborative Training of Gans in Continuous and Discrete Spaces for Text Generation. IEEE Access 8 (2020)
Heeyoung Kwak, Minwoo Lee, Seunghyun Yoon, Jooyoung Chang, Sang Min Park, Kyomin Jung
Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data. CoRR (2020)
Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning. ACL (2020)
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator. CoRR (2020)
Seunghyun Yoon, Kunwoo Park, Joongbo Shin, Hongjun Lim, Seungpil Won, Meeyoung Cha, Kyomin Jung
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder. AAAI (2019)
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
A Compare-Aggregate Model with Latent Clustering for Answer Selection. CoRR (2019)
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
A Compare-Aggregate Model with Latent Clustering for Answer Selection. CIKM (2019)
Jiin Nam, Seunghyun Yoon, Kyomin Jung
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. CoRR (2019)
Seunghyun Yoon, Seokhyun Byun, Subhadeep Dey, Kyomin Jung
Speech Emotion Recognition Using Multi-hop Attention Mechanism. ICASSP (2019)
Seunghyun Yoon, Subhadeep Dey, Hwanhee Lee, Kyomin Jung
Attentive Modality Hopping Mechanism for Speech Emotion Recognition. CoRR (2019)
Seokhyun Byun, Seunghyun Yoon, Kyomin Jung
Neural Networks for Compressing and Classifying Speaker-Independent Paralinguistic Signals. BigComp (2019)
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. CoRR (2019)
Seunghyun Yoon, Seokhyun Byun, Subhadeep Dey, Kyomin Jung
Speech Emotion Recognition Using Multi-Hop Attention Mechanism. CoRR (2019)
Jiin Nam, Seunghyun Yoon, Kyomin Jung
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. BioNLP@ACL (2019)
Seunghyun Yoon, Joongbo Shin, Kyomin Jung
Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering. NAACL-HLT (2018)
Seunghyun Yoon, Seokhyun Byun, Kyomin Jung
Multimodal Speech Emotion Recognition Using Audio and Text. SLT (2018)
Joongbo Shin, Yanghoon Kim, Seunghyun Yoon, Kyomin Jung
Contextual-CNN: A Novel Architecture Capturing Unified Meaning for Sentence Classification. BigComp (2018)
Seunghyun Yoon, Kunwoo Park, Joongbo Shin, Hongjun Lim, Seungpil Won, Meeyoung Cha, Kyomin Jung
Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder. CoRR (2018)
Younghun Lee, Seunghyun Yoon, Kyomin Jung
Comparative Studies of Detecting Abusive Language on Twitter. ALW (2018)
Seunghyun Yoon, Seokhyun Byun, Kyomin Jung
Multimodal Speech Emotion Recognition Using Audio and Text. CoRR (2018)
Younghun Lee, Seunghyun Yoon, Kyomin Jung
Comparative Studies of Detecting Abusive Language on Twitter. CoRR (2018)
Seunghyun Yoon, Joongbo Shin, Kyomin Jung
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. CoRR (2017)
Seunghyun Yoon, Hyeongu Yun, Yuna Kim, Gyu-tae Park, Kyomin Jung
Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural Network. CoRR (2017)
Seunghyun Yoon, Hyeongu Yun, Yuna Kim, Gyu-tae Park, Kyomin Jung
Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural Network. AAAI Workshops (2017)
Seunghyun Yoon, Pablo Estrada, Kyomin Jung
Synonym Discovery with Etymology-based Word Embeddings. CoRR (2017)
Seunghyun Yoon, Pablo Estrada, Kyomin Jung
Synonym discovery with etymology-based word embeddings. SSCI (2017)
Seunghyun Yoon, Mohan Sundar, Abhishek Gupta, Kyomin Jung
Automatic Question Answering System for Consumer Products. IntelliSys (2) (2016)
Kunwoo Park, Jaewoo Kim, Jaram Park, Meeyoung Cha, Jiin Nam, Seunghyun Yoon, Eunhee Rhim
Mining the Minds of Customers from Online Chat Logs. CoRR (2015)
Kunwoo Park, Jaewoo Kim, Jaram Park, Meeyoung Cha, Jiin Nam, Seunghyun Yoon, Eunhee Rhim
Mining the Minds of Customers from Online Chat Logs. CIKM (2015)