Janghoon Han
8 papers · 2021–2024 · 4 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
(26)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core AI
(4)
Learning Paradigms
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Generation
(2)
Models
(2)
Application Areas
(1)
Keywords
beam search
(2)
language model
(2)
transfer learning
(2)
instruction tuning
(2)
metric learning
(1)
model calibration
(1)
text generation
(1)
neural text generation
(1)
dialogue state tracking
(1)
temporal alignment
(1)
training efficiency
(1)
zero-shot generalization
(1)
multi-turn dialogue
(1)
continual knowledge learning
(1)
negative mining
(1)
siamese network
(1)
response selection
(1)
temporal knowledge
(1)
multilingual model
(1)
retrieval-based dialogue
(1)
Papers
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
EMNLP 2024
BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking
ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
ACL 2023
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
EMNLP 2022
Towards Continual Knowledge Learning of Language Models
ICLR 2022
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems
NAACL 2021