Youngjoong Ko
19 papers · 2000–2025 · 7 venues · across top CS/AI venues
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Machine Learning
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Natural Language Processing
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Keywords
transfer learning
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language model
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information retrieval
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attention mechanism
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text generation
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multilingual nlp
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multi-task learning
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topic modeling
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knowledge extraction
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dialogue generation
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question answering
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graph representation
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language modeling
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toxicity detection
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text summarization
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word sense disambiguation
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dense retrieval
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probability distribution
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relation prediction
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adversarial learning
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Papers
DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification
ACL 2025
Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval
EMNLP 2025
ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation
EMNLP 2025
Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists
EMNLP 2024
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings
EMNLP 2024
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling
EMNLP 2023
Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning
AAAI 2021
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems
NAACL 2021
Graph-based Fake News Detection using a Summarization Technique
EACL 2021
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models
COLING 2020
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph
COLING 2018
A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones
ACL 2015
Extracting Comparative Entities and Predicates from Texts Using Comparative Type Classification
ACL 2011
Extracting Comparative Sentences from Korean Text Documents Using Comparative Lexical Patterns and Machine Learning Techniques
ACL 2009
Improving Korean Speech Acts Analysis by Using Shrinkage and Discourse Stack
IJCNLP 2005
Learning with Unlabeled Data for Text Categorization Using a Bootstrapping and a Feature Projection Technique
ACL 2004
Automatic Text Categorization using the Importance of Sentences
COLING 2002
Text Categorization using Feature Projections
COLING 2002
Automatic Text Categorization by Unsupervised Learning
COLING 2000