webersni commited on
Commit
ddb8c11
1 Parent(s): 7b9f411

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +31 -0
README.md ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ datasets:
4
+ - climatebert/climate_commitments_actions
5
+ language:
6
+ - en
7
+ metrics:
8
+ - accuracy
9
+ ---
10
+
11
+ # Model Card for distilroberta-base-climate-commitment
12
+
13
+ ## Model Description
14
+
15
+ This is the fine-tuned ClimateBERT language model with a classification head for classifying climate-related paragraphs into paragraphs being about climate commitments and actions and paragraphs not being about climate commitments and actions.
16
+
17
+ Using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) language model as starting point, the distilroberta-base-climate-commitment model is fine-tuned on our [climatebert/climate_commitments_actions](https://huggingface.co/climatebert/climate_commitments_actions) dataset.
18
+
19
+ *Note: This model is trained on paragraphs. It may not perform well on sentences.*
20
+
21
+ ## Citation Information
22
+
23
+ ```bibtex
24
+ @techreport{bingler2023cheaptalk,
25
+ title={How Cheap Talk in Climate Disclosures Relates to Climate Initiatives, Corporate Emissions, and Reputation Risk},
26
+ author={Bingler, Julia and Kraus, Mathias and Leippold, Markus and Webersinke, Nicolas},
27
+ type={Working paper},
28
+ institution={Available at SSRN 3998435},
29
+ year={2023}
30
+ }
31
+ ```