Akash Kumar Mohankumar

4 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (2)

Top co-authors

Preksha Nema (2) Mitesh M. Khapra (2) Balaraman Ravindran (2) Balaji Vasan Srinivasan (2) Mitesh Khapra (1) Gagan Madan (1) Amit Singh (1) Sharan Narasimhan (1) Gururaj K (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Core AI (3) Deep Learning (2) Machine Learning (2) Applications (2) Learning Types · Machine Learning (2) Techniques (2) Architectures (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

attention mechanism (2) natural language generation (1) question answering (1) information retrieval (1) question generation (1) dense retrieval (1) query expansion (1) sponsored search (1) pairwise comparison (1) hidden representation (1) generative retrieval (1) dueling bandit (1) faithful explanation (1) human annotation (1) query understanding (1) neural decoder (1) attention distribution (1) automatic metric (1) gradient-based attribution (1) dual attention (1)

Papers

Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022 Towards Transparent and Explainable Attention Models ACL 2020 Let’s Ask Again: Refine Network for Automatic Question Generation EMNLP 2019