Investigated different approaches to the learning to rank:
-
Implemented an instance of the pointwise approach with linear regression based on basic tf-idf features.
-
Implemented an instance of the pairwise approach, the ranking SVM method, using basic tf-idf features.
-
Experimented with more features such as BM25 and PageRank.