Deokhyung Kang
7 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(26)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Applications · Natural Language Processing
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Keywords
information retrieval
(2)
direct preference optimization
(1)
data augmentation
(1)
cross-lingual transfer
(1)
text generation
(1)
semantic parsing
(1)
code generation
(1)
web search
(1)
online reinforcement learning
(1)
supervised fine-tuning
(1)
visual programming
(1)
retrieval-augmented generation
(1)
steering vector
(1)
query rewriting
(1)
dialogue system
(1)
multilingual model
(1)
open-domain question answering
(1)
vocabulary mismatch
(1)
meaning representation
(1)
cross-lingual retrieval
(1)
Papers
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
ACL 2025
GuRE:Generative Query REwriter for Legal Passage Retrieval
EMNLP 2025
MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries
EMNLP 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation
ACL 2025
Self-Correcting Code Generation Using Small Language Models
EMNLP 2025
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing
EMNLP 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering
COLING 2024