Daniel Egert

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) ICLR (1) NAACL (1) NeurIPS (1)

Top co-authors

Jiaqi Zeng (4) Yi Dong (4) Oleksii Kuchaiev (4) Zhilin Wang (4) Olivier Delalleau (4) Gerald Shen (2) Makesh Narsimhan Sreedhar (2) Felipe Soares (1) Jimmy J. Zhang (1) Jane Scowcroft (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Natural Language Processing (2) Core Methods (2) Learning Types (2) Deep Learning (1) Application Areas (1) Applications (1) Models (1) Resources & Methods (1)

Keywords

preference learning (3) language model (3) reward model (2) model alignment (2) bradley-terry model (1) human feedback (1) open-ended task (1) supervised fine-tuning (1) inference-time scaling (1) feedback model (1) large language model (1) edit model (1) reward modeling (1) multi-attribute annotation (1) preference optimization (1) model editing (1) reinforcement learning from human feedback (1)

Papers

HelpSteer2-Preference: Complementing Ratings with Preferences ICLR 2025 HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025 HelpSteer 2: Open-source dataset for training top-performing reward models NeurIPS 2024 HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024