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LLMing

Large Language Model (LLM) Tools for Psychological Text Analysis

v1.2.1 · Mar 27, 2026 · MIT + file LICENSE

Description

A collection of large language model (LLM) text analysis methods designed with psychological data in mind. Currently, LLMing (aka "lemming") includes a text anomaly detection method based on the angle-based subspace approach described by Zhang, Lin, and Karim (2015) and a text generation method. <doi:10.1016/j.ress.2015.05.025>.

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CRAN Check Status

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘text’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
ERROR r-release-macos-x86_64

examples

Running examples in ‘LLMing-Ex.R’ failed
The error most likely occurred in:

> ### Name: embed
> ### Title: Embed texts with a selected embedding model
> ### Aliases: embed
> 
> ### ** Examples
> 
> df <- data.frame(
+   text = c(
+     "I slept well
...[truncated]...
ailed that exam. I'm such a disappointment."
+   )
+ )
> 
> emb_dat <- embed(
+   dat = df,
+   method = "GloVe",
+   text_col = "text"
+ )
Error in embed(dat = df, method = "GloVe", text_col = "text") : 
  Install text2vec for GloVe
Execution halted
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-macos-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  'quanteda' 'stopwords' 'stringi'
A package should be listed in only one of these fields.
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘text’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-macos-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  'quanteda' 'stopwords' 'stringi'
A package should be listed in only one of these fields.
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 23, 2026
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-macos-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  ‘quanteda’ ‘stopwords’ ‘stringi’
A package should be listed in only one of these fields.
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Packages listed in more than one of Depends, Imports, Suggests, Enhances:
  'quanteda' 'stopwords' 'stringi'
A package should be listed in only one of these fields.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies Rdpack quanteda stopwords stringi reticulate text dbscan pracma jsonlite Matrix text2vec LLMing

Version History

5 tracked
updated 1.2.1 ← 1.2.0 diff Mar 27, 2026
updated 1.2.0 ← 1.1.0 diff Mar 22, 2026
new 1.1.0 Mar 10, 2026
updated 1.1.0 ← 1.0.0 diff Jan 7, 2026
new 1.0.0 Oct 20, 2025