Koki Horiguchi

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NAACL (2) ACL (1) EMNLP (1)

Top co-authors

Tomoyuki Kajiwara (4) Takashi Ninomiya (3) Risa Kondo (2) Hideaki Hayashi (1) Shoko Wakamiya (1) Yuki Fujiwara (1) Yuta Nakashima (1) Reon Kajikawa (1) Rina Miyata (1) Ayu Teramen (1)

Research topics

Natural Language Processing (3) Machine Learning (2) Generation (2) Deep Learning (1) Healthcare & Medicine (1) Interdisciplinary (1) Applications (1) Clinical (1) Core Methods (1) Learning Types (1) Linguistics (1) Models (1) Resources & Methods (1) Social (1)

Keywords

text simplification (2) parallel corpus (2) multilingual nlp (1) semantic similarity (1) pre-trained language model (1) medical domain (1) social media (1) japanese language (1) text paraphrasing (1) text normalization (1) candidate generation (1) large language model (1) medical text simplification (1) transfer learning (1) patient-facing text (1) sentiment analysis (1)

Papers

EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References ACL 2025 Text Normalization for Sentiment Analysis in Japanese Social Media NAACL 2025 Evaluation Dataset for Japanese Medical Text Simplification NAACL 2024