Community Member Retrieval on Social Media using Textual Information
Table 1: Performance of different model variants.
['[BOLD] Strategy', '[BOLD] AUC', '[BOLD] 1/MRR']
The RE-ID model outperforms the W2V and LDA baselines for both criteria, with substantial gains in 1/MRR (lower is better). Further, the version of RE-ID initialized with word2vec did better than the one that was initialized randomly even though the randomly initialized version was trained for twice as long.