Virginia Adams

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (2) NAACL (1) NeurIPS (1)

Top co-authors

Oleksii Kuchaiev (2) Oleksii Hrinchuk (1) Neel Kant (1) Xiaozhong Lyu (1) Mostofa Patwary (1) Xiaozhe Yao (1) Irina Rish (1) Kezhen Chen (1) Zhilin Wang (1) Anton Alexandrov (1)

Research topics

Machine Learning (4) Application Areas (4) Natural Language Processing (3) Deep Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Applications (1) Architectures (1) Core Methods (1) Generation (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

knowledge distillation (2) reward modeling (1) ensemble learning (1) preference learning (1) natural language generation (1) neural machine translation (1) text generation (1) parameter-efficient learning (1) bleu score (1) model training (1) language model (1) model ensemble (1) supervised fine-tuning (1) data quality (1) pre-trained language model (1) cross-domain generalization (1) transformer language model (1) data curation (1) biomedical translation (1) biomedical nlp (1)

Papers

HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024 RedPajama: an Open Dataset for Training Large Language Models NeurIPS 2024 Evaluating Parameter Efficient Learning for Generation EMNLP 2022 NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021