Jon Johnson

4 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

EMNLP (3) AAAI (1)

Top co-authors

Suparna De (4) Zeqiang Wang (3) Wei Wang (2) jie Yang (2) Jiageng Wu (2) Yuqi Wang (2) Nishanth Sastry (1) Nishanth R. Sastry (1) Emilia Lukose (1) Rebecca Oldroyd (1)

Research topics

Machine Learning (4) Core Methods (4) Artificial Intelligence (2) Natural Language Processing (2) Deep Learning (1) Security & Privacy (1) Application Areas (1) Applications (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types (1) Privacy (1) Resources & Methods (1) Techniques (1)

Keywords

representation learning (1) contrastive learning (1) transfer learning (1) hierarchical classification (1) extractive summarization (1) topic modeling (1) semantic analysis (1) text summarization (1) class imbalance (1) cross-lingual alignment (1) gaussian mixture model (1) low-rank adaptation (1) semantic shift (1) uncertainty calibration (1) social media (1) abstractive summarization (1) legal document (1) legal text classification (1) memory bank (1) privacy classification (1)

Papers

Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty AAAI 2026 DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025 Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter EMNLP 2024 Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization EMNLP 2022