Oren Sultan

4 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 (14) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) NAACL (1)

Top co-authors

Dafna Shahaf (4) Guy Shiran (1) Kyle Richardson (1) Ashish Sabharwal (1) Reut Tsarfaty (1) Ronen Tamari (1) Yonatan Bitton (1) Ron Yosef (1) Asnat Greenstein-Messica (1) Alexander Khasin (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Natural Language Processing (3) Core AI (3) Core Methods (2) Learning Types (2) Computer Vision (1) Knowledge & Reasoning (1) Application Areas (1) Applications (1) Architectures (1) Generation (1) Processing (1) Reasoning (1)

Keywords

large language model (2) transformer architecture (1) representation learning (1) dataset creation (1) knowledge distillation (1) natural language understanding (1) belief tracking (1) text encoder (1) counterfactual inference (1) entity extraction (1) entity mapping (1) analogy detection (1) analogical reasoning (1) text similarity (1) procedural text (1) real-time application (1) relational similarity (1) relational mapping (1) analogy generation (1) tool chaining (1)

Papers

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies NAACL 2024 Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications EMNLP 2024 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022 Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022