This is an online interface to sentence completion norms from the following:

Peelle JE, Miller RL, Rogers CS, Spehar B, Sommers MS, Van Engen KJ (In press) Completion norms for 3085 English sentence contexts. Behavior Research Methods. doi:10.3758/s13428-020-01351-1 (PDF)

In everyday language processing, sentence context affects how readers and listeners process upcoming words. In experimental situations, it can be useful to identify words that are predicted to greater or lesser degrees by the preceding context. Here we report completion norms for 3085 English sentences, collected online using a written cloze procedure in which participants were asked to provide their best guess for the word completing a sentence. Sentences varied between 8–10 words in length. At least 100 unique participants contributed to each sentence. All responses were reviewed by human raters to mitigate the influence of mis-spellings and typographical errors. The responses provide a range of predictability values for 13,438 unique target words, 6,790 of which appear in more than one sentence context. We also provide entropy values based on the relative predictability of multiple responses. Finally, we provide the code used to collate and organize the responses to facilitate additional analyses and future research projects.

The full set of norms is available from https://osf.io/jnhqb/. This web page provides an interface to a searchable database to access the same information.

The following fields are available:

Log HAL Frequency
Cloze probability
# Phonological neighbors
Semantic Neighborhood Density
Response Entropy
Single-Subs. density
Double-Subs. density

If you use any of the English Lexicon Project values, please cite:

Balota DA, Yap MJ, Cortese MJ, Hutchison KA, Kessler B, Loftis B, Neely JH, Nelson DL, Simpson GB, Treiman R (2007) The English Lexicon Project. Behavior Research Methods 39:445–459. doi:10.3758/BF03193014

View target word distributions

Log HAL frequency

Log Hal Distribution

Cloze Probability

Log Hal Distribution

Number of Phonological Neighbors

Log Hal Distribution

Semantic Neighborhood Density

Log Hal Distribution

Response Entropy

Entropy Distribution

Single Substitution

Sinble-SubsDistribution

Double Substitution

DoubleSubsDistribution

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Target word search criteria:


Condition 1: of

Condition 2: of

Condition 3: of

Condition 4: of

Condition 5: of

Condition 6: of



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Condition 1: of

Condition 2: of

Condition 3: of