John Murzaku

9 papers · 2022–2025 · 6 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)

Venues

AAAI (2) ACL (2) NAACL (2) COLING (1) EMNLP (1) Interspeech (1)

Top co-authors

Owen Rambow (7) Adil Soubki (3) Peter Zeng (3) Yunyao Li (2) Xiang Chen (2) Vaishnavi Muppala (2) Md Mehrab Tanjim (2) Magdalena Markowska (2) Zifan Liu (2) Arash Yousefi Jordehi (1)

Research topics

Artificial Intelligence (6) Natural Language Processing (6) Core AI (6) Machine Learning (4) Applications (4) Core Methods (3) Learning Types (3) Generation (2) Learning Paradigms (1) Resources & Methods (1)

Keywords

multimodal learning (2) zero-shot learning (2) interactive disambiguation (2) clarification question (2) text classification (2) belief prediction (2) factuality prediction (2) enterprise ai (2) ambiguity resolution (2) named entity recognition (1) language model (1) generative model (1) theory of mind (1) dialogue system (1) speech recognition (1) few-shot learning (1) common ground (1) event detection (1) polarity classification (1) error analysis (1)

Papers

ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 Synthetic Audio Helps for Cognitive State Tasks NAACL 2025 Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025 BeLeaf: Belief Prediction as Tree Generation NAACL 2024 Multimodal Belief Prediction Interspeech 2024 Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground ACL 2024 Towards Generative Event Factuality Prediction ACL 2023 Re-Examining FactBank: Predicting the Author’s Presentation of Factuality COLING 2022