I-Fan Lin

3 papers · 2024–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (2) EMNLP (1)

Top co-authors

Suzan Verberne (3) Faegheh Hasibi (3)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (3) Learning Types · Machine Learning (3) Deep Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Core Methods (1) Learning Paradigms (1)

Keywords

zero-shot learning (1) domain adaptation (1) unsupervised clustering (1) data augmentation (1) in-context learning (1) intent classification (1) intent detection (1) training-free method (1) sequence-to-sequence model (1) zero-shot intent detection (1) short text clustering (1) large language model (1) intent clustering (1) domain-adaptive method (1) selection and pooling (1) embedding-based clustering (1) llm-based clustering (1)

Papers

LLMs Enable Bag-of-Texts Representations for Short-Text Clustering ACL 2026 SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models ACL 2025 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024