Tyler A. Chang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Learning Curves

Multiple Sources Of Evidence

Top Venues

Publications

Tyler A. Chang, Benjamin K. Bergen
Language Model Behavior: A Comprehensive Survey. Comput. Linguistics 50 (1) (2024)
Tyler A. Chang, Katrin Tomanek, Jessica Hoffmann, Nithum Thain, Erin MacMurray van Liemt, Kathleen S. Meier-Hellstern, Lucas Dixon
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics. LREC/COLING (2024)
Catherine Arnett, Pamela D. Rivière, Tyler A. Chang, Sean Trott
Different Tokenization Schemes Lead to Comparable Performance in Spanish Number Agreement. CoRR (2024)
Catherine Arnett, Tyler A. Chang, Benjamin K. Bergen
A Bit of a Problem: Measurement Disparities in Dataset Sizes Across Languages. CoRR (2024)
Cheril Shah, Yashashree Chandak, Atharv Mahesh Mane, Benjamin Bergen, Tyler A. Chang
Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance. LREC/COLING (2024)
Tyler A. Chang, Katrin Tomanek, Jessica Hoffmann, Nithum Thain, Erin Van Liemt, Kathleen S. Meier-Hellstern, Lucas Dixon
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics. CoRR (2024)
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth
Characterizing and Measuring Linguistic Dataset Drift. CoRR (2023)
Sean Trott, Cameron Jones, Tyler A. Chang, James A. Michaelov, Benjamin K. Bergen
Do Large Language Models Know What Humans Know? Cogn. Sci. 47 (7) (2023)
Catherine Arnett, Tyler A. Chang, James A. Michaelov, Benjamin K. Bergen
Crosslingual Structural Priming and the Pre-Training Dynamics of Bilingual Language Models. CoRR (2023)
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth
Characterizing and Measuring Linguistic Dataset Drift. ACL (1) (2023)
Tyler A. Chang, Benjamin K. Bergen
Language Model Behavior: A Comprehensive Survey. CoRR (2023)
Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen
Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability. CoRR (2023)
Tyler A. Chang, Catherine Arnett, Zhuowen Tu, Benjamin K. Bergen
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages. CoRR (2023)
James A. Michaelov, Catherine Arnett, Tyler A. Chang, Benjamin K. Bergen
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models. CoRR (2023)
James A. Michaelov, Catherine Arnett, Tyler A. Chang, Ben Bergen
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models. EMNLP (2023)
Tyler A. Chang, Benjamin Bergen
Does Contextual Diversity Hinder Early Word Acquisition? CogSci (2022)
Tyler A. Chang, Zhuowen Tu, Benjamin Bergen
The Geometry of Multilingual Language Model Representations. EMNLP (2022)
Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen
The Geometry of Multilingual Language Model Representations. CoRR (2022)
Tyler A. Chang, Benjamin K. Bergen
Word Acquisition in Neural Language Models. Trans. Assoc. Comput. Linguistics 10 (2022)
Cameron R. Jones, Tyler A. Chang, Seana Coulson, James A. Michaelov, Sean Trott, Benjamin Bergen
Distrubutional Semantics Still Can't Account for Affordances. CogSci (2022)
Sean Trott, Cameron Jones, Tyler A. Chang, James A. Michaelov, Benjamin Bergen
Do Large Language Models know what humans know? CoRR (2022)
Weijian Xu, Yifan Xu, Tyler A. Chang, Zhuowen Tu
Co-Scale Conv-Attentional Image Transformers. CoRR (2021)
Tyler A. Chang, Yifan Xu, Weijian Xu, Zhuowen Tu
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models. CoRR (2021)
Weijian Xu, Yifan Xu, Tyler A. Chang, Zhuowen Tu
Co-Scale Conv-Attentional Image Transformers. ICCV (2021)
Tyler A. Chang, Yifan Xu, Weijian Xu, Zhuowen Tu
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models. ACL/IJCNLP (1) (2021)
Tyler A. Chang, Benjamin K. Bergen
Word Acquisition in Neural Language Models. CoRR (2021)
Tyler A. Chang, Anna N. Rafferty
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages. CoRR (2020)
Tyler A. Chang, Anna N. Rafferty
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages. RepL4NLP@ACL (2020)