Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema. - Haw-Shiuan Chang; Abdurrahman Munir; Ao Liu 003; Johnny Tian-Zheng Wei; Aaron Traylor; Ajay Nagesh; Nicholas Monath; Patrick Verga; Emma Strubell; Andrew McCallum (TAC, 2016)

Learning String Alignments for Entity Aliases. - Aaron Traylor; Nicholas Monath; Rajarshi Das; Andrew McCallum (AKBC@NIPS, 2017)

Optimal Transport-based Alignment of Learned Character Representations for String Similarity. - Derek Tam; Nicholas Monath; Ari Kobren; Aaron Traylor; Rajarshi Das; Andrew McCallum (ACL (1), 2019)

Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications. - Nikita Bhutani; Aaron Traylor; Chen Chen 111; Xiaolan Wang 001; Behzad Golshan; Wang-Chiew Tan (AKBC, 2020)

Enhancing Review Comprehension with Domain-Specific Commonsense. - Aaron Traylor; Chen Chen 111; Behzad Golshan; Xiaolan Wang 001; Yuliang Li 001; Yoshihiko Suhara; Jinfeng Li; Çagatay Demiralp; Wang-Chiew Tan (CoRR, 2020)

AND does not mean OR: Using Formal Languages to Study Language Models' Representations. - Aaron Traylor; Roman Feiman; Ellie Pavlick (ACL/IJCNLP (2), 2021)

Learning Reduplication with a Neural Network that Lacks Explicit Variables. - Brandon Prickett; Aaron Traylor; Joe Pater (J. Lang. Model., 2022)

Can Neural Networks Learn Implicit Logic from Physical Reasoning? - Aaron Traylor; Roman Feiman; Ellie Pavlick (ICLR, 2023)

Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks. - Aaron Traylor; Jack Merullo; Michael J. Frank; Ellie Pavlick (CoRR, 2024)