Seungwhan Moon

According to our database, Seungwhan Moon authored at least 49 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Overview of the Tenth Dialog System Technology Challenge: DSTC10.

Koichiro Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam Hedayatnia, Seungwhan Moon, Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Dilek Hakkani-Tur, Babak Damavandi, Alborz Geramifard, Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc, Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky

IEEE ACM Trans. Audio Speech Lang. Process., 2024

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.

Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon

CoRR, 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.

Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook

CoRR, 2024

2023

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model.

Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar

CoRR, 2023

Embodied Executable Policy Learning with Language-based Scene Summarization.

Jielin Qiu, Mengdi Xu, William Han, Seungwhan Moon, Ding Zhao

CoRR, 2023

Tutorials at The Web Conference 2023.

Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques.

Xin Luna Dong, Seungwhan Moon, Yifan Ethan Xu, Kshitiz Malik, Zhou Yu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Survey of Datasets, Applications, and Models for IMU Sensor Signals.

Aparajita Saraf, Seungwhan Moon, Andrea Madotto

Proceedings of the IEEE International Conference on Acoustics, 2023

IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning.

Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Aparajita Saraf, Amy Bearman, Babak Damavandi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks.

Pedro Rodriguez, Mahmoud Azab, Becka Silvert, Renato Sanchez, Linzy Labson, Hardik Shah, Seungwhan Moon

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams.

Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodríguez, Babak Damavandi, Nanyun Peng, Seungwhan Moon

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation.

Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard

CoRR, 2022

IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text.

Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Alireza Dirafzoon, Aparajita Saraf, Amy Bearman, Babak Damavandi

CoRR, 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue.

Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Normalized Contrastive Learning for Text-Video Retrieval.

Yookoon Park, Mahmoud Azab, Seungwhan Moon, Bo Xiong, Florian Metze, Gourab Kundu, Kirmani Ahmed

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Navigating Connected Memories with a Task-oriented Dialog System.

Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking.

Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

CoRR, 2021

An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC).

Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Adding Chit-Chat to Enhance Task-Oriented Dialogues.

Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking.

Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Continual Learning in Task-Oriented Dialogue Systems.

Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Pascale Fung, Zhiguang Wang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Zero-Shot Dialogue State Tracking via Cross-Task Transfer.

Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Zhenpeng Zhou, Paul A. Crook, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations.

Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions.

Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Continual Learning in Task-Oriented Dialogue Systems.

Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul A. Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang

CoRR, 2020

Overview of the Ninth Dialog System Technology Challenge: DSTC9.

R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba

CoRR, 2020

Adding Chit-Chats to Enhance Task-Oriented Dialogues.

Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie

CoRR, 2020

User Memory Reasoning for Conversational Recommendation.

Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu

CoRR, 2020

Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity.

Pedro Rodriguez, Paul A. Crook, Seungwhan Moon, Zhiguang Wang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

User Memory Reasoning for Conversational Recommendation.

Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Philip S. Yu

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Situated and Interactive Multimodal Conversations.

Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Active Federated Learning.

Jack Goetz, Kshitiz Malik, Duc Bui, Seungwhan Moon, Honglei Liu, Anuj Kumar

CoRR, 2019

Federated User Representation Learning.

Duc Bui, Kshitiz Malik, Jack Goetz, Honglei Liu, Seungwhan Moon, Anuj Kumar, Kang G. Shin

CoRR, 2019

Memory Grounded Conversational Reasoning.

Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Memory Graph Networks for Explainable Memory-grounded Question Answering.

Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs.

Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Multimodal Named Entity Recognition for Short Social Media Posts.

Seungwhan Moon, Leonardo Neves, Vitor Carvalho

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Multimodal Named Entity Disambiguation for Noisy Social Media Posts.

Seungwhan Moon, Leonardo Neves, Vitor Carvalho

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer.

Seungwhan Moon, Jaime G. Carbonell

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Proactive Transfer Learning for Heterogeneous Feature and Label Spaces.

Seungwhan Moon, Jaime G. Carbonell

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Metaphor Detection with Topic Transition, Emotion and Cognition in Context.

Hyeju Jang, Yohan Jo, Qinlan Shen, Michael Miller, Seungwhan Moon, Carolyn P. Rosé

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Metaphor Detection in Discourse.

Hyeju Jang, Seungwhan Moon, Yohan Jo, Carolyn P. Rosé

Proceedings of the SIGDIAL 2015 Conference, 2015

Joint photo stream and blog post summarization and exploration.

Gunhee Kim, Seungwhan Moon, Leonid Sigal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Ranking and retrieval of image sequences from multiple paragraph queries.

Gunhee Kim, Seungwhan Moon, Leonid Sigal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Multimodal Transfer Deep Learning for Audio Visual Recognition.

Seungwhan Moon, Suyoun Kim, Haohan Wang

CoRR, 2014

Active learning with partially featured data.

Seungwhan Moon, Calvin McCarter, Yu-Hsin Kuo

Proceedings of the 23rd International World Wide Web Conference, 2014

Proactive learning with multiple class-sensitive labelers.

Seungwhan Moon, Jaime G. Carbonell

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2012

Design and implementation of the note-taking style haptic voice recognition for mobile devices.

Seungwhan Moon, Khe Chai Sim

Proceedings of the International Conference on Multimodal Interaction, 2012