Aaron Traylor

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Data Quality and Management, Semantic Web and Ontologies, Software Engineering Research

Most-Cited Works

• → AND does not mean OR: Using Formal Languages to Study Language Models’ Representations(2021)18 cited
• → Optimal Transport-based Alignment of Learned Character Representations for String Similarity(2019)16 cited
• → Seq2Seq Models with Dropout can Learn Generalizable Reduplication(2018)15 cited
• Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema.(2016)
• Learning String Alignments for Entity Aliases.(2017)
• → Learning Reduplication with a Neural Network that Lacks Explicit Variables(2022)4 cited
• → Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks(2024)1 cited
• → Enhancing Review Comprehension with Domain-Specific Commonsense(2020)1 cited