Kellie Webster

1. Underspecification Presents Challenges for Credibility in Modern Machine Learning
   2020/11/06 by Alexander D’Amour, Alexander D'Amour, Katherine Heller +81 · 8 voices · 42 citations
   Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling #cs.LG #stat.ML
2. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
   #cs.CL #cs.AI
3. GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
   2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 104 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Measuring and Reducing Gendered Correlations in Pre-trained Models
   2020/10/12 by Kellie Webster, Xuezhi Wang, Webster, Kellie +13 · 20 citations
   Social Sciences · #Ethics and Social Impacts of AI #Artificial Intelligence in Law
5. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
   2022/12/15 by Bernd Bohnet, Vinh Q. Tran, Bohnet, Bernd +39 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Toward Deconfounding the Influence of Entity Demographics for Question Answering Accuracy
   2021/04/15 by Maharshi Gor, Gor, Maharshi, Kellie Webster +3 · 1 citation
   Computer Science · #Topic Modeling #Expert finding and Q&A systems #Multimodal Machine Learning Applications
7. Query Refinement Prompts for Closed-Book Long-Form Question Answering
   2022/10/31 by Reinald Kim Amplayo, Kellie Webster, Amplayo, Reinald Kim +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling