In a typical setting for mining semantically similar words using latent topic models in both monolingual Dinu and Lapata, 2010) and cross-lingual setting (Vulić et al., 2011), the best results are obtained with the number of topics set to a few thousands (≈ 2000).
our bilingual LDA model on all corpora is trained with the number of topics K = 2000.