Update README.md

README.md

@@ -3,11 +3,20 @@ tags:
 - Beta
 license: "mit"
 ---
-# Model Card for MetaExtractor
+# MetaExtractor
 
 <!-- Provide a quick summary of what the model is/does. -->
 
+This model extracts metadata from research articles related to Paleoecology.
 
+The entities detected by this model are:
+- **AGE**: when historical ages are mentioned such as 1234 AD or 4567 BP (before present)
+- **TAXA**: plant or animal taxa names indicating what samples contained
+- **GEOG**: geographic coordinates indicating where samples were excavated from, e.g. 12'34"N 34'23"W
+- **SITE**: site names for where samples were excavated from
+- **REGION**: more general regions to provide context for where sites are located
+- **EMAIL**: researcher emails in the articles able to be used for follow-up contact
+- **ALTI**: altitudes of sites from where samples were excavated, e.g. 123 m a.s.l (above sea level)
 
 ## Model Details
 
@@ -15,22 +24,20 @@ license: "mit"
 
 <!-- Provide a longer summary of what this model is. -->
 
-This model extracts metadata from Paleoecology research article text.
-
 - **Developed by:** Ty Andrews, Jenit Jain, Shaun Hutchinson, Kelly Wu, and Simon Goring
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
+- **Shared by:** Neotoma Paleocology Database
+- **Model type:** Token Classification
 - **Language(s) (NLP):** English
 - **License:** MIT
-- **Finetuned from model [optional]:** roberta-base
+- **Finetuned from model:** roberta-base
 
 ### Model Sources [optional]
 
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** https://github.com/NeotomaDB/MetaExtractor
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Paper:** TBD
+- **Demo:** TBD
 
 ## Uses