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Heesoo Park

3 accepted papers

2026

Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding

AAAI 2026technical

We present a practical system that supports in-depth analysis of cryptocurrency markets through timeline-based event detection and contextual summarization. Our framework processes continuous news streams, identifies price-relevant events, and organizes them into semantic timelines with concise back

Cited by 0SourcePDFScholar
2025

MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation

COLING 2025main

Recent advancements in large language models (LLMs) have enabled in-context learning (ICL)-based methods that significantly outperform fine-tuning approaches for text-to-SQL tasks. However, their performance is still considerably lower than that of human experts on benchmarks that include complex sc…

Cited by 42SourcePDFScholar
2021

MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories

NAACL 2021long

Automated metaphor detection is a challenging task to identify the metaphorical expression of words in a sentence. To tackle this problem, we adopt pre-trained contextualized models, e.g., BERT and RoBERTa. To this end, we propose a novel metaphor detection model, namely metaphor-aware late interact…