Subhradeep Kayal

4 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (2) COLING (1) EACL (1)

Top co-authors

Serguei Stepaniants (1) Alexander Rakhlin (1) George Tsatsaronis (1) Emine Yilmaz (1) Ali Dashti (1) Clara Vania (1) Zheng Zhao (1) Shay B Cohen (1) Naila Khan (1)

Research topics

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

Keywords

sentence embedding (2) unsupervised learning (2) conversational ai (1) masked language model (1) topological data analysis (1) spectral method (1) domain shift (1) user preference (1) dialogue system (1) dynamic mode decomposition (1) word sequence (1) domain-adaptive pre-training (1) manifold approximation (1) word mover distance (1) domain discrepancy (1) benchmark evaluation (1)

Papers

PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants ACL 2025 How Far Is Too Far? Studying the Effects of Domain Discrepancy on Masked Language Models COLING 2024 Unsupervised Sentence-embeddings by Manifold Approximation and Projection EACL 2021 EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL 2019