Sunil Mallya

4 papers · 2020–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (2) ICML (1) NeurIPS (1)

Top co-authors

Miguel Ballesteros (2) Yunzhe Tao (2) Tao Sun (2) Sahika Genc (2) Muhammad Khalifa (1) Kaiqing Zhang (1) Graham Horwood (1) Dan Roth (1) Tamer Basar (1) Yogarshi Vyas (1)

Research topics

Artificial Intelligence (3) Learning Paradigms (3) Machine Learning (2) Reinforcement Learning (2) Methods (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Understanding (1)

Keywords

multi-agent reinforcement learning (1) contrastive learning (1) reinforcement learning (1) few-shot learning (1) policy gradient (1) knowledge transfer (1) named entity recognition (1) semantic matching (1) model uncertainty (1) nash equilibrium (1) document classification (1) semantic information (1) zero-shot classification (1) semi-structured document (1) label semantics (1) representation transfer (1) teacher policy (1) advantage-based selection (1) layout information (1) robust markov game (1)

Papers

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023 Label Semantics for Few Shot Named Entity Recognition ACL 2022 REPAINT: Knowledge Transfer in Deep Reinforcement Learning ICML 2021 Robust Multi-Agent Reinforcement Learning with Model Uncertainty NeurIPS 2020