Sehyun Choi
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Application Areas
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Cognitive Science
(1)
Generation
(1)
Methods
(1)
Reasoning
(1)
Representation
(1)
Keywords
large language model
(2)
abstraction ability
(2)
knowledge distillation
(1)
inductive reasoning
(1)
knowledge base
(1)
instruction tuning
(1)
graph embedding
(1)
monte carlo tree search
(1)
knowledge graph
(1)
generalization performance
(1)
commonsense reasoning
(1)
abstractive summarization
(1)
entailment graph
(1)
evaluation dataset
(1)
knowledge base population
(1)
plausibility estimation
(1)
explanation tuning
(1)
commonsense knowledge base
(1)
knowledge-constrained decoding
(1)
zero-shot learning
(1)
Papers
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
ACL 2024
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
NAACL 2024
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
EMNLP 2023
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
EMNLP 2021