Aleksandra Piktus
- Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020/05/22 by Patrick Lewis, Lewis, Patrick, Ethan Perez +21 · 10 voices · 1660 citations
#cs.CL #cs.LG
- Scaling Data-Constrained Language Models
2023/05/25 by Niklas Muennighoff, Alexander M. Rush, Muennighoff, Niklas +15 · 1 voice · 73 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
2024/04/29 by Pat Verga, Verga, Pat, Sebastian Hofstatter +16 · 3 voices · 42 citations
Social Sciences · Computer Science · #Legal Education and Practice Innovations #Artificial Intelligence in Law #Artificial Intelligence Applications
- Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 24 citations
Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
- FinGPT: Large Generative Models for a Small Language
2023/11/03 by Risto Luukkonen, Luukkonen, Risto, Ville Komulainen +39 · 9 citations
Computer Science · Decision Sciences · #Topic Modeling #Web Data Mining and Analysis #Data Quality and Management
- How Context Affects Language Models' Factual Predictions
2020/05/10 by Fabio Petroni, Patrick Lewis, Petroni, Fabio +11 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
2022/09/30 by Leandro von Werra, Lewis Tunstall, von Werra, Leandro +35 · 4 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
- The ROOTS Search Tool: Data Transparency for LLMs
2023/02/27 by Aleksandra Piktus, Piktus, Aleksandra, Christopher Akiki +13 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Natural Language Processing Techniques #Semantic Web and Ontologies
- Node Masking: Making Graph Neural Networks Generalize and Scale Better
2020/01/17 by Pushkar Mishra, Aleksandra Piktus, Mishra, Pushkar +5 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bayesian Modeling and Causal Inference
- GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
2023/06/02 by Aleksandra Piktus, Piktus, Aleksandra, Odunayo Ogundepo +15 · 1 citation
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods