Seungwhan Moon
34 papers · 2015–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (59) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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Deep Specialist
(15)
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Topic Evolution
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Keyword Champion
(2)
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Keyword Pioneer
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(8)
π₯
Unstoppable Β· Silver
ποΈ
Keyword Collector
(162)
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Research topics
Artificial Intelligence
(26)
Natural Language Processing
(24)
Core AI
(24)
Generation
(17)
Machine Learning
(14)
Learning Types Β· Machine Learning
(11)
Deep Learning
(8)
Computer Vision
(7)
Applications
(6)
Learning Types Β· Deep Learning
(6)
Application Areas
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Computer Science
(2)
Interdisciplinary
(2)
Keywords
multimodal learning
(9)
dialogue system
(9)
task-oriented dialogue
(5)
dialogue state tracking
(4)
zero-shot learning
(4)
question answering
(3)
multimodal dialog
(3)
attention mechanism
(3)
large language model
(3)
knowledge graph
(2)
episodic memory
(2)
vision-language model
(2)
visual question answering
(2)
multimodal retrieval
(2)
multi-task learning
(2)
domain adaptation
(2)
transfer learning
(2)
visual reasoning
(2)
contrastive learning
(2)
dialogue generation
(2)
Papers
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code
EACL 2026
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models
EACL 2026
VideoMind: Thinking in Steps for Long Video Understanding
EACL 2026
Corgi: Cached Memory Guided Video Generation
WACV 2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
EMNLP 2025
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
EMNLP 2024
Embodied Executable Policy Learning with Language-based Scene Summarization
NAACL 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
ACL 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
EMNLP 2024
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks
EACL 2023
IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning
EMNLP 2023
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams
ACL 2023
KETOD: Knowledge-Enriched Task-Oriented Dialogue
NAACL 2022
Navigating Connected Memories with a Task-oriented Dialog System
EMNLP 2022
Normalized Contrastive Learning for Text-Video Retrieval
EMNLP 2022
Adding Chit-Chat to Enhance Task-Oriented Dialogues
NAACL 2021
Continual Learning in Task-Oriented Dialogue Systems
EMNLP 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
ACL 2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking
NAACL 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
EMNLP 2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
EMNLP 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
EMNLP 2021
Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity
EMNLP 2020
Situated and Interactive Multimodal Conversations
COLING 2020
User Memory Reasoning for Conversational Recommendation
COLING 2020
Memory Graph Networks for Explainable Memory-grounded Question Answering
CoNLL 2019
Memory Grounded Conversational Reasoning
EMNLP 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
ACL 2019
Multimodal Named Entity Disambiguation for Noisy Social Media Posts
ACL 2018
Multimodal Named Entity Recognition for Short Social Media Posts
NAACL 2018
Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer
IJCAI 2017
Metaphor Detection with Topic Transition, Emotion and Cognition in Context
ACL 2016
Joint Photo Stream and Blog Post Summarization and Exploration
CVPR 2015
Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries
CVPR 2015