GSoC 2017 Final Submission

Knowledge Base Embeddings for DBpedia. Hello folks, This is my final blog post for GSoC 2017, which is a 3 month long programme hosted by Google, where selected students all over the world participate in the summers on projects for various open source organizations. I was participating for the organization DBpedia. I would be summarizing … Continue reading GSoC 2017 Final Submission

Advertisements

Week 9 & 10 : Hyper-parameter tuning on various DBpedia subsets

Hello folks, Last week, I ran DBpedia Code using the existing hyperparameters which were tuned for Freebase dataset. So, the hyper parameters had to properly tuned for the DBpedia subsets, and then compared based on the evaluations. After discussing with the mentors, we decided that we would take 3 sizes of the different DBpedia subsets. … Continue reading Week 9 & 10 : Hyper-parameter tuning on various DBpedia subsets

Week 8 : Experimenting with different DBpedia sets

Hello folks, This week I created 4 sets from Freebase mapped DBpedia dataset: 1) SET 0 : All DBpedia mapped dataset (with all the predicates including : type, subject, wikilinks, assame as predicates; and literals objects)) : On running the code, I found that the codes do NOT run with literals kind of data. So, … Continue reading Week 8 : Experimenting with different DBpedia sets

Week 4 : Assembling all the pieces before First Evaluation

Hello folks, This week is the final week before First Evaluation between 26th June to 30th June. So I took all the experiment results together and do some analysis for taking the next steps. Earlier I had noted MRR and Hits@10 metric only. But I decided to expand the table to consider Hits@1 and Hits@3 … Continue reading Week 4 : Assembling all the pieces before First Evaluation