Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

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

[BibT_eX]

[DOI]

Jielin Qiu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Tutorials at The Web Conference 2023.

[BibT_eX]

[DOI]

Krishnaram Kenthapadi

Behrooz Omidvar-Tehrani

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

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue.

[BibT_eX]

[DOI]

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

Normalized Contrastive Learning for Text-Video Retrieval.

[BibT_eX]

[DOI]

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

Navigating Connected Memories with a Task-oriented Dialog System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

Adding Chit-Chat to Enhance Task-Oriented Dialogues.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2020

Adding Chit-Chats to Enhance Task-Oriented Dialogues.

[BibT_eX]

[DOI]

CoRR, 2020

User Memory Reasoning for Conversational Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

User Memory Reasoning for Conversational Recommendation.

[BibT_eX]

[DOI]

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

Situated and Interactive Multimodal Conversations.

[BibT_eX]

[DOI]

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

2019

Active Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Federated User Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Memory Grounded Conversational Reasoning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2018

Multimodal Named Entity Recognition for Short Social Media Posts.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2015

Metaphor Detection in Discourse.

[BibT_eX]

[DOI]

Proceedings of the SIGDIAL 2015 Conference, 2015

Joint photo stream and blog post summarization and exploration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Seungwhan Moon

Suyoun Kim

Haohan Wang

CoRR, 2014

Active learning with partially featured data.

[BibT_eX]

[DOI]

Seungwhan Moon

Calvin McCarter

Yu-Hsin Kuo

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

Proactive learning with multiple class-sensitive labelers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Seungwhan Moon

Khe Chai Sim

Proceedings of the International Conference on Multimodal Interaction, 2012

Seungwhan Moon

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