What do language models learn and when? The implicit curriculum hypothesis

Emmy Liu, Kaiser Sun, Millicent Li, Isabelle Lee, Lindia Tjuatja, Jen-tse Huang, Graham Neubig

COLM · code

🏆 Massively Multilingual Joint Segmentation and Glossing

Michael Ginn, Lindia Tjuatja, Enora Rice, Ali Marashian, Maria Valentini, Jasmine Xu, Graham Neubig, Alexis Palmer

ACL (Outstanding Paper Award) · code

Not-just-scaling laws: Towards a better understanding of the downstream impact of language model design decisions

Emmy Liu, Amanda Bertsch, Lintang Sutawika, Lindia Tjuatja, Patrick Fernandes, Lara Marinov, Michael Chen, Shreya Singhal, Carolin Lawrence, Aditi Raghunathan, Kiril Gashteovski, Graham Neubig

EMNLP · code

Synthetic socratic debates: Examining persona effects on moral decision and persuasion dynamics

Jiarui Liu, Yueqi Song, Yunze Xiao, Mingqian Zheng, Lindia Tjuatja, Jana Schaich Borg, Mona Diab, Maarten Sap

EMNLP · code

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models

Lindia Tjuatja, Graham Neubig

ACL · code

What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length

Lindia Tjuatja Graham Neubig, Tal Linzen, Sophie Hao

NAACL · code

GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text

Michael Ginn*, Lindia Tjuatja*, Taiqi He, Enora Rice, Graham Neubig, Alexis Palmer, Lori Levin

EMNLP · code

Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design

Lindia Tjuatja*, Valerie Chen*, Tongshuang Wu, Ameet Talwalkwar, Graham Neubig

TACL · code

SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing

Taiqi He*, Lindia Tjuatja*, Nathaniel Robinson, Shinji Watanabe, David R. Mortensen, Graham Neubig, Lori Levin

SIGMORPHON

Syntax and Semantics Meet in the "Middle": Probing the Syntax-Semantics Interface of LMs Through Agentivity

Lindia Tjuatja, Emmy Liu, Lori Levin, Graham Neubig

*SEM · code

Explorations in Transfer Learning for OCR Post-Correction

Lindia Tjuatja, Shruti Rijhwani, Graham Neubig

WiNLP