Abraham Bernstein

4 papers · 2016–2025 · 3 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 (15)

Venues

EMNLP (2) IJCAI (1) NAACL (1)

Top co-authors

Cristina Sarasua (2) Chandrayee Basu (1) Tobias Grubenmann (1) Matthias Baumgartner (1) Peter Clark (1) Daniele Dell’Aglio (1) Dmitry Moor (1) Bhavana Dalvi Mishra (1) Rosni Vasu (1) Sven Seuken (1)

Research topics

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

Keywords

active learning (1) link prediction (1) multi-task learning (1) text classification (1) argument mining (1) text mining (1) knowledge distillation (1) knowledge graph embedding (1) ensemble method (1) knowledge graph completion (1) hypothesis generation (1) joint embedding (1) small language model (1) scientific reasoning (1) association rule mining (1) entity prediction (1) evidence-based reasoning (1) literature-guided reasoning (1) system recombination (1) literature grounding (1)

Papers

HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025 DREAM: Deployment of Recombination and Ensembles in Argument Mining EMNLP 2023 Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021 Core-Selecting Payment Rules for Combinatorial Auctions with Uncertain Availability of Goods IJCAI 2016