Elan Markowitz

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ACL (1) NAACL (1)

Top co-authors

Aram Galstyan (2) Anil Ramakrishna (1) Mehrnoosh Mirtaheri (1) Rahul Gupta (1) Greg Ver Steeg (1) Ninareh Mehrabi (1) Charith Peris (1) Keshav Balasubramanian (1) Murali Annavaram (1) Jwala Dhamala (1)

Research topics

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

Keywords

question answering (1) knowledge graph question answering (1) graph embedding (1) knowledge graph (1) tree search (1) language model (1) black-box model (1) message passing neural network (1) knowledge graph completion (1) inductive learning (1) zero-shot reasoning (1) entity representation (1) large language model (1)

Papers

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022