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Gaifan Zhang

4 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (12)

Venues

ACL (1) COLING (1) EACL (1) EMNLP (1)

Top co-authors

Danushka Bollegala (4) Yi Zhou (3)

Research topics

Machine Learning (3) Natural Language Processing (3) Core Methods (3) Resources & Methods (3) Learning Types (2) Artificial Intelligence (1) Data Science & Analytics (1) Application Areas (1) Applications (1) Core AI (1) Learning Paradigms (1) Methods (1) Understanding (1)

Keywords

large language model (2) semantic similarity (2) sentence embedding (2) supervised learning (1) text representation (1) unsupervised dimensionality reduction (1) downstream task (1) pre-trained language model (1) semantic textual similarity (1) spearman correlation (1) conditional embedding (1) quantum relative entropy (1) conditional semantic textual similarity (1) training data annotation (1) sentence encoder comparison (1) pip matrix (1) embedding matrix representation (1) principal component analysis (1) downstream task inference (1) attention mechanism (1)

Papers

CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024