Gyuwan Kim

Latest

• PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning
• Detecting Training Data of Large Language Models via Expectation Maximization
• Towards Standardizing Korean Grammatical Error Correction: Datasets and Annotation
• Bridging the Training-Inference Gap for Dense Phrase Retrieval
• Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length
• Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
• ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding
• AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights
• Efficient Dialogue State Tracking by Selectively Overwriting Memory
• Subword Language Model for Query Auto-Completion
• Training IBM Watson using Automatically Generated Question-Answer Pairs
• LSTM-Based System-Call Language Modelling and Robust Ensemble Method for Designing Host-Based Intrusion Detection System