Update README.md

README.md

@@ -7,7 +7,7 @@ tags:
 - speech
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-### Contrastive user encoder
+### Contrastive user encoder (single post)
 This model is a `DistilBertModel` trained by fine-tuning `distilbert-base-uncased` on author-based triplet loss.
 
 #### Details
@@ -17,7 +17,7 @@ Training and evaluation details are provided in our EMNLP Findings paper:
 
 #### Training
 We fine-tuned DistilBERT on triplets consisting of: 
-- a Reddit submission from a given user (the "anchor");
+- a single Reddit submission from a given user (the "anchor") - see ```rbroc/contrastive-user-encoder-multipost``` for a model trained on aggregated embeddings of multiple anchors;
 - an additional post from the same user (a "positive example"); 
 - a post from a different, randomly selected user (the "negative example")