Seongmin Park
14 papers · 2021–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (36) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (64)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(9)
Artificial Intelligence
(6)
Core Methods
(5)
Generation
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Applications
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms
(2)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Keywords
large language model
(3)
text classification
(2)
quantization-aware training
(2)
language model
(2)
weakly supervised learning
(2)
zero-shot learning
(2)
dialogue summarization
(2)
topic segmentation
(2)
unsupervised learning
(2)
few-shot learning
(1)
knowledge transfer
(1)
direct preference optimization
(1)
post-training quantization
(1)
knowledge distillation
(1)
robotic manipulation
(1)
contrastive learning
(1)
text summarization
(1)
sentence compression
(1)
automatic speech recognition
(1)
imitation learning
(1)
Papers
CHILL at SemEval-2025 Task 2: You Can’t Just Throw Entities and Hope—Make Your LLM to Get Them Right
SemEval 2025
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences
NAACL 2025
Enhancing Time Awareness in Generative Recommendation
EMNLP 2025
Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control
ICCV 2025
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment
ACL 2024
Non-Essential Is NEcessary: Order-agnostic Multi-hop Question Generation
COLING 2024
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR
COLING 2024
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification
ACL 2023
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
EACL 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space
Interspeech 2023
Leveraging Non-dialogue Summaries for Dialogue Summarization
COLING 2022
LIME: Weakly-Supervised Text Classification without Seeds
COLING 2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
ACL 2022
Finetuning Pretrained Transformers into Variational Autoencoders
EMNLP 2021