Aaron Traylor

According to our database, Aaron Traylor authored at least 9 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks.

Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick

CoRR, 2024

2023

Can Neural Networks Learn Implicit Logic from Physical Reasoning?

Aaron Traylor, Roman Feiman, Ellie Pavlick

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Learning Reduplication with a Neural Network that Lacks Explicit Variables.

Brandon Prickett, Aaron Traylor, Joe Pater

J. Lang. Model., 2022

2021

AND does not mean OR: Using Formal Languages to Study Language Models' Representations.

Aaron Traylor, Roman Feiman, Ellie Pavlick

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Enhancing Review Comprehension with Domain-Specific Commonsense.

Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Çagatay Demiralp, Wang-Chiew Tan

CoRR, 2020

Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications.

Nikita Bhutani, Aaron Traylor, Chen Chen, Xiaolan Wang, Behzad Golshan, Wang-Chiew Tan

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Optimal Transport-based Alignment of Learned Character Representations for String Similarity.

Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Learning String Alignments for Entity Aliases.

Aaron Traylor, Nicholas Monath, Rajarshi Das, Andrew McCallum

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2016

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, Johnny Tian-Zheng Wei, Aaron Traylor, Ajay Nagesh, Nicholas Monath, Patrick Verga, Emma Strubell, Andrew McCallum

Proceedings of the 2016 Text Analysis Conference, 2016