Commentary on Chapter 11: Comparing the PENTA model to autosegmental-metrical phonology by Pierrehumbert, JB

Familiarity, consistency, and systematizing in morphology by Schumacher, RA, Pierrehumbert, JB

Predicting COVID-19 cases using Reddit posts and other online resources by Drinkall, F, Pierrehumbert, JB

Temporal adaptation of BERT and performance on downstream document classification: insights from social media by Röttger, P, Pierrehumbert, JB

On hapax legomena and morphological productivity by Pierrehumbert, JB, Granell, R

Forecasting COVID-19 caseloads using unsupervised embedding clusters of social media posts by Drinkall, F, Zohren, S, Pierrehumbert, JB

Probing large language models for scalar adjective lexical semantics and scalar diversity pragmatics by Lin, F, Altshuler, D, Pierrehumbert, JB

Phonotactic and morphological effects in the acceptability of pseudowords by Needle, JM, Pierrehumbert, JB, Hay, JB

Superbizarre is not superb: derivational morphology improves BERT’s interpretation of complex words by Hofmann, V, Pierrehumbert, JB, Schuetze, H

Dynamic contextualized word embeddings by Hofmann, V, Pierrehumbert, JB, Schütze, H

A graph auto-encoder model of derivational morphology by Hofmann, V, Schütze, H, Pierrehumbert, JB

An embarrassingly simple method to mitigate undesirable properties of pretrained language model tokenizers by Hofmann, V, Schuetze, H, Pierrehumbert, JB

Two contrasting data annotation paradigms for subjective NLP tasks by Röttger, P, Vidgen, B, Hovy, D, Pierrehumbert, JB

Morphological convergence as on-line lexical analogy by Racz, P, Beckner, C, Hay, JB, Pierrehumbert, JB

STEntConv: predicting disagreement between Reddit users with stance detection and a signed graph convolutional network by Lorge, I, Zhang, L, Dong, X, Pierrehumbert, JB

Geographic adaptation of pretrained language models by Hofmann, V, Glavaš, G, Ljubešić, N, Pierrehumbert, JB, Schütze, H

HateCheck: functional tests for hate speech detection models by Röttger, P, Vidgen, B, Dong, N, Waseem, Z, Margetts, H, Pierrehumbert, JB