Design and implementation of the note-taking style haptic voice recognition for mobile devices. - Seungwhan Moon; Khe Chai Sim (ICMI, 2012)

Proactive learning with multiple class-sensitive labelers. - Seungwhan Moon; Jaime G. Carbonell (DSAA, 2014)

Active learning with partially featured data. - Seungwhan Moon; Calvin McCarter; Yu-Hsin Kuo (WWW (Companion Volume), 2014)

Multimodal Transfer Deep Learning for Audio Visual Recognition. - Seungwhan Moon; Suyoun Kim; Haohan Wang (CoRR, 2014)

Ranking and retrieval of image sequences from multiple paragraph queries. - Gunhee Kim; Seungwhan Moon; Leonid Sigal (CVPR, 2015)

Joint photo stream and blog post summarization and exploration. - Gunhee Kim; Seungwhan Moon; Leonid Sigal (CVPR, 2015)

Metaphor Detection in Discourse. - Hyeju Jang; Seungwhan Moon; Yohan Jo; Carolyn P. Rosé (SIGDIAL Conference, 2015)

Metaphor Detection with Topic Transition, Emotion and Cognition in Context. - Hyeju Jang; Yohan Jo; Qinlan Shen; Michael Miller 002; Seungwhan Moon; Carolyn P. Rosé (ACL (1), 2016)

Proactive Transfer Learning for Heterogeneous Feature and Label Spaces. - Seungwhan Moon; Jaime G. Carbonell (ECML/PKDD (2), 2016)

Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer. - Seungwhan Moon; Jaime G. Carbonell (IJCAI, 2017)

Multimodal Named Entity Disambiguation for Noisy Social Media Posts. - Seungwhan Moon; Leonardo Neves; Vitor Carvalho (ACL (1), 2018)

Multimodal Named Entity Recognition for Short Social Media Posts. - Seungwhan Moon; Leonardo Neves; Vitor Carvalho (NAACL-HLT, 2018)

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs. - Seungwhan Moon; Pararth Shah; Anuj Kumar; Rajen Subba (ACL (1), 2019)

Memory Graph Networks for Explainable Memory-grounded Question Answering. - Seungwhan Moon; Pararth Shah; Anuj Kumar; Rajen Subba (CoNLL, 2019)

Memory Grounded Conversational Reasoning. - Seungwhan Moon; Pararth Shah; Rajen Subba; Anuj Kumar (EMNLP/IJCNLP (3), 2019)

Federated User Representation Learning. - Duc Bui; Kshitiz Malik; Jack Goetz; Honglei Liu; Seungwhan Moon; Anuj Kumar; Kang G. Shin (CoRR, 2019)

Active Federated Learning. - Jack Goetz; Kshitiz Malik; Duc Bui; Seungwhan Moon; Honglei Liu; Anuj Kumar (CoRR, 2019)

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 (COLING, 2020)

User Memory Reasoning for Conversational Recommendation. - Hu Xu 001; Seungwhan Moon; Honglei Liu 001; Bing Liu 024; Pararth Shah; Philip S. Yu (COLING, 2020)

Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity. - Pedro Rodriguez 001; Paul A. Crook; Seungwhan Moon; Zhiguang Wang (EMNLP (1), 2020)

User Memory Reasoning for Conversational Recommendation. - Hu Xu 001; Seungwhan Moon; Honglei Liu 001; Bing Liu 024; Pararth Shah; Bing Liu 001; Philip S. Yu (CoRR, 2020)

Adding Chit-Chats to Enhance Task-Oriented Dialogues. - Kai Sun 006; Seungwhan Moon; Paul A. Crook; Stephen Roller; Becka Silvert; Bing Liu; Zhiguang Wang; Honglei Liu; Eunjoon Cho; Claire Cardie (CoRR, 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)

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. - Hung Le 003; Chinnadhurai Sankar; Seungwhan Moon; Ahmad Beirami; Alborz Geramifard; Satwik Kottur (ACL/IJCNLP (1), 2021)

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. - Zhiyu Chen 002; Honglei Liu 001; Hu Xu 001; Seungwhan Moon; Hao Zhou; Bing Liu 024 (EMNLP (Findings), 2021)

SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. - Satwik Kottur; Seungwhan Moon; Alborz Geramifard; Babak Damavandi (EMNLP (1), 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 005; Eunjoon Cho; Rajen Subba; Pascale Fung (EMNLP (1), 2021)

Continual Learning in Task-Oriented Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Zhenpeng Zhou; Seungwhan Moon; Paul A. Crook; Bing Liu; Zhou Yu 005; Eunjoon Cho; Pascale Fung; Zhiguang Wang (EMNLP (1), 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 (NAACL-HLT, 2021)

Adding Chit-Chat to Enhance Task-Oriented Dialogues. - Kai Sun 006; Seungwhan Moon; Paul A. Crook; Stephen Roller; Becka Silvert; Bing Liu; Zhiguang Wang; Honglei Liu; Eunjoon Cho; Claire Cardie (NAACL-HLT, 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 (SIGDIAL, 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)

Navigating Connected Memories with a Task-oriented Dialog System. - Satwik Kottur; Seungwhan Moon; Alborz Geramifard; Babak Damavandi (EMNLP, 2022)

Normalized Contrastive Learning for Text-Video Retrieval. - Yookoon Park; Mahmoud Azab; Seungwhan Moon; Bo Xiong; Florian Metze; Gourab Kundu; Kirmani Ahmed (EMNLP, 2022)

KETOD: Knowledge-Enriched Task-Oriented Dialogue. - Zhiyu Chen 002; Bing Liu 024; Seungwhan Moon; Chinnadhurai Sankar; Paul A. Crook; William Yang Wang (NAACL-HLT (Findings), 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)

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)

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 001; Babak Damavandi; Nanyun Peng 001; Seungwhan Moon (ACL (1), 2023)

Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks. - Pedro Rodriguez 001; Mahmoud Azab; Becka Silvert; Renato Sanchez; Linzy Labson; Hardik Shah; Seungwhan Moon (EACL (Findings), 2023)

IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning. - Seungwhan Moon; Andrea Madotto; Zhaojiang Lin; Aparajita Saraf; Amy Bearman; Babak Damavandi (EMNLP (Findings), 2023)

A Survey of Datasets, Applications, and Models for IMU Sensor Signals. - Aparajita Saraf; Seungwhan Moon; Andrea Madotto (ICASSP Workshops, 2023)

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques. - Xin Luna Dong; Seungwhan Moon; Yifan Ethan Xu; Kshitiz Malik; Zhou Yu 005 (KDD, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. - Zekun Li 008; Zhiyu Chen 002; Mike Ross; Patrick Huber; Seungwhan Moon; Zhaojiang Lin; Xin Dong 001; Adithya Sagar; Xifeng Yan; Paul A. Crook (ACL (1), 2024)

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; et al. (EMNLP (Industry Track), 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; Babak Damavandi; Xin Dong 001; Christos Faloutsos; Lei Li 005; Seungwhan Moon (EMNLP (Findings), 2024)

Embodied Executable Policy Learning with Language-based Scene Summarization. - Jielin Qiu; Mengdi Xu; William Han; Seungwhan Moon; Ding Zhao (NAACL-HLT, 2024)

Doppelgänger's Watch: A Split Objective Approach to Large Language Models. - Shervin Ghasemlou; Ashish Katiyar; Aparajita Saraf; Seungwhan Moon; Mangesh Pujari; Pinar Donmez; Babak Damavandi; Anuj Kumar (CoRR, 2024)

VisualLens: Personalization through Visual History. - Wang Bill Zhu; Deqing Fu; Kai Sun 006; Yi Lu; Zhaojiang Lin; Seungwhan Moon; Kanika Narang; Mustafa Canim; Yue Liu; Anuj Kumar; Xin Luna Dong (CoRR, 2024)

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 001; Yang Liu 004; Chao-Wei Huang; Dilek Hakkani-Tür; Jinchao Li; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 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 001; Yang Feng 004; Jie Zhou 016; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Corgi: Cached Memory Guided Video Generation. - Xindi Wu; Uriel Singer; Zhaojiang Lin; Andrea Madotto; Xide Xia; Yifan Xu; Paul A. Crook; Xin Luna Dong; Seungwhan Moon (WACV, 2025)

Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. - Yichi Zhang 001; Xin Luna Dong; Zhaojiang Lin; Andrea Madotto; Anuj Kumar; Babak Damavandi; Joyce Chai; Seungwhan Moon (CoRR, 2025)

Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage. - Siddhant Arora; Haidar Khan; Kai Sun 006; Xin Luna Dong; Sajal Choudhary; Seungwhan Moon; Xinyuan Zhang; Adithya Sagar; Surya Teja Appini; Kaushik Patnaik; Sanat Sharma; Shinji Watanabe 001; et al. (CoRR, 2025)