Using sentence Bert (SBert) #1878
Replies: 2 comments 1 reply
-
|
For a short animation explaining the different options, see https://www.youtube.com/watch?v=pQ1t60_RF0c For a simulation study testing many different model combinations for 26 datasets, see Teijema et al. |
Beta Was this translation helpful? Give feedback.
-
|
@Rensvandeschoot, hi, I have started Phase 3 and am using sBert with the (only?) neural networks option (called: fully connected neural networks 2 hidden layers). However, it never gets done warming up. I uploaded the file from Phase 1 and 2, with 290 relevant and 2714 irrelevant (total dataset of 27367) as prior knowledge. I realize this model takes longer... But how much longer? It now just seems to never get done warming up. I also tried using sBert + random forest and same thing. How many of these 'batches' does it need to go over? 
Something about: "(AVX2 FMA) (...) rebuild TensorFlow with the appropriate compiler flags."... Thanks for any suggestions. |
Beta Was this translation helpful? Give feedback.
-
|
Ok, so, I turned off 'sleep mode' on my laptop and it took 1 bath of 856 'things' and about 45 minutes. What those 'things' are, I don't know ;-) But it worked and I am able to move forward with Phase 3! |
Beta Was this translation helpful? Give feedback.
-
Quick question: what is the best configuration when using SBert? So, which classifier, query strategy and balance strategy are best to use?
Beta Was this translation helpful? Give feedback.
All reactions