Sungjin Park
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
(2)
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Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Applications
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Reasoning
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
ensemble learning
(1)
attention mechanism
(1)
fact verification
(1)
in-context learning
(1)
question answering
(1)
neural machine translation
(1)
knowledge representation
(1)
coreference resolution
(1)
document retrieval
(1)
numerical understanding
(1)
automated reasoning
(1)
monte carlo tree search
(1)
knowledge graph
(1)
language model
(1)
model ensemble
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
complex reasoning
(1)
multi-hop reasoning
(1)
attention model
(1)
Papers
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning
NAACL 2025
From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems
ACL 2025
FactKG: Fact Verification via Reasoning on Knowledge Graphs
ACL 2023
Do Language Models Understand Measurements?
EMNLP 2022
Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation
EMNLP 2021