knowledge-net
KnowledgeNet: A Benchmark Dataset for Knowledge Base Population (by diffbot)
OpenIE-standalone
By dair-iitd
| knowledge-net | OpenIE-standalone | |
|---|---|---|
| 1 | 2 | |
| 257 | 559 | |
| 1.6% | 1.8% | |
| 0.0 | 0.0 | |
| about 3 years ago | over 2 years ago | |
| Python | PostScript | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
knowledge-net
Posts with mentions or reviews of knowledge-net.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-21.
OpenIE-standalone
Posts with mentions or reviews of OpenIE-standalone.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-21.
-
KELM: Integrating Knowledge Graphs with Language Model Pre-Training Corpora
The field of Open Information Extraction has been trying to do that in a generic way for a long time, but the results are still far from good. A few references: OpenIE [1] Graphene [2] MinIE [3].
If you already have a Knowledge Graph (KG) and want to populate its instances from documents, that's called KG Population, and Knowledge-net [4] is a good reference.
Relation Extraction is another interesting approach if you know which kind of relations you're interested in, OpenNRE [5] a good example.
[1] https://github.com/dair-iitd/OpenIE-standalone
-
Looking for a Claim Extraction/Sentence Segmentation Framework
if all you need is claim extraction I'd try with information extraction tools first such as openie https://github.com/dair-iitd/OpenIE-standalone
What are some alternatives?
When comparing knowledge-net and OpenIE-standalone you can also consider the following projects:
OpenNRE - An Open-Source Package for Neural Relation Extraction (NRE)
Graphene - Coreference Resolution, Simplification and Open Relation Extraction Pipeline
minie - An open information extraction system that provides compact extractions
Deep-Learning