LILY LectureBank
This is the repo for the LectureBank Corpus, with all batches and updates.
Note that we also have a few works using part of the corpus, you can find more details in the LB-Paper folder.
Meta Data
data-versions
lb*.tsv
: data with different versions.
ID, Instructor, Title, Topic, URL, Venue, Year
ID
: Id of each line.Instructor
: The author name(s).Title
: File tile.Topic
: The Topic Number, checktaxonomy.csv
for topic name.URL
: Online URL.Year
: Year of the course.Venue
: Name of the university, orGitHub
.
We went through a URL check on May, 2022, here are the valid resource numbers:
- 1020 lb1.tsv
- 308 lb2.tsv
- 3564 lb3.tsv
- 3136 lb4.tsv
- 1321 lb5.tsv
- 397 lb6.tsv
NOTE: we combined all five batches of LectureBank, and remove duplicates and invlaid urls. All data can be found in alldata.tsv
with a total number to be 7499.
Taxonomy
NLP taxonomy release.
In the file taxonomy.csv
, we include the taxonomy with 320 topics in a tree structure. The topic ID for each topic shows the parent node. For example, 233 (Relation Extraction)
has a parent node to be 23 (Part of Speech Tagging)
, and topic 23
has its parent node to be 2 (Language Modeling, Syntax, Parsing)
.
Topic ID
: Id of topic.Topic
: topic name.
You can find how this was created in our paper CLICKER: A Computational LInguistics Classification Scheme for Educational Resources.
Other resources
Please visit our website AAN.how.