Aaron Traylor

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

String Similarity

Commonsense Knowledge

Top Venues

J. Lang. Model.

Publications

Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks. CoRR (2024)
Aaron Traylor, Roman Feiman, Ellie Pavlick
Can Neural Networks Learn Implicit Logic from Physical Reasoning? ICLR (2023)
Brandon Prickett, Aaron Traylor, Joe Pater
Learning Reduplication with a Neural Network that Lacks Explicit Variables. J. Lang. Model. 10 (1) (2022)
Aaron Traylor, Roman Feiman, Ellie Pavlick
AND does not mean OR: Using Formal Languages to Study Language Models' Representations. ACL/IJCNLP (2) (2021)
Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Çagatay Demiralp, Wang-Chiew Tan
Enhancing Review Comprehension with Domain-Specific Commonsense. CoRR (2020)
Nikita Bhutani, Aaron Traylor, Chen Chen, Xiaolan Wang, Behzad Golshan, Wang-Chiew Tan
Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications. AKBC (2020)
Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum
Optimal Transport-based Alignment of Learned Character Representations for String Similarity. ACL (1) (2019)
Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum
Optimal Transport-based Alignment of Learned Character Representations for String Similarity. CoRR (2019)
Aaron Traylor, Nicholas Monath, Rajarshi Das, Andrew McCallum
Learning String Alignments for Entity Aliases. AKBC@NIPS (2017)
Haw-Shiuan Chang, Abdurrahman Munir, Ao Liu, Johnny Tian-Zheng Wei, Aaron Traylor, Ajay Nagesh, Nicholas Monath, Patrick Verga, Emma Strubell, Andrew McCallum
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema. TAC (2016)