Suvodip Dey

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ACL (2) NAACL (1)

Top co-authors

Maunendra Desarkar (2) Sharan Narasimhan (1) Dilek Hakkani-Tur (1) Yi-Jyun Sun (1) Gokhan Tur (1) Ramamohan Kummara (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Generation (2) Deep Learning (1) Architectures (1) Core Methods (1) Learning Types (1)

Keywords

dialogue state tracking (2) zero-shot learning (1) task-oriented dialogue (1) text style transfer (1) error detection (1) belief state (1) latent representation (1) semantic embedding (1) evaluation metric (1) latent space geometry (1) joint goal accuracy (1) accountability modeling (1) user overreliance (1) adversarial autoencoder (1) embedding perturbation (1) large language model (1) over-reliance mitigation (1) unsupervised learning (1) turn-level prediction (1)

Papers

Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025 Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances ACL 2022 Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022