Table 9 Results of the validation analysis for the estimated ratings of English words by MacBERT.

From: A large dataset of semantic ratings and its computational extension

Study1

Dimension1

Study2

Dimension2

df

r

BERT (English)

Vision

Binder et al.1 (English)

Vision

531

0.691

BERT (English)

Motor

Binder et al.1 (English)

Motor_General

531

0.475

BERT (English)

Motor

Heard et al.45 (English)

Pantomime

207

0.688

BERT (English)

Socialness

Binder et al.1 (English)

Social

531

0.624

BERT (English)

Socialness

Diveica et al.3 (English)

Socialness

2007

0.720

BERT (English)

Emotion

Binder et al.1 (English)

Pleasant_minus_Unpleasant

531

0.779

BERT (English)

Emotion_abs + 1

Binder et al.1 (English)

Arousal

531

0.541

BERT (English)

Emotion_abs + 1

Tamir et al.5 (English)

Emotion

161

0.671

BERT (English)

Time

Binder et al.1 (English)

Time_General

531

0.656

BERT (English)

Space

Binder et al.1 (English)

Space_General

531

0.701