Suzanna Sia

1. Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for\n Fast and Good Topics too!
   2020/04/30 by Suzanna Sia, Ayush Dalmia, Sia, Suzanna +3 · 4 citations
   Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
2. Clustering with UMAP: Why and How Connectivity Matters
   2021/08/12 by Ayush Dalmia, Suzanna Sia, Dalmia, Ayush +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics #Topological and Geometric Data Analysis #Visual Attention and Saliency Detection
3. Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
   2022/05/25 by Suzanna Sia, Sia, Suzanna, Anton Belyy +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
4. In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models
   2023/05/05 by Suzanna Sia, Kevin Duh, Sia, Suzanna +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. Where does In-context Translation Happen in Large Language Models
   2024/03/07 by Suzanna Sia, David S. Mueller, Sia, Suzanna +3 · 1 citation
   Computer Science · #Natural Language Processing Techniques