Data Similarity is Not Enough to Explain Language Model Performance

A Pretrainer’s Guide to Training Data:
Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

Probing Heterogeneous Pretraining Datasets with Small Curated Datasets

Comparing Text Representations: A Theory-Driven Approach

Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents

Network Analysis Finds Shifts in the History of Modern Architecture

Combatting the Challenges of Local Privacy for Distributional Semantics with Compression

Computational Prediction of Elapsed Narrative Time