parth126
commented
2 days ago - Unclear if the proposed dataset is usable for the given task.
- Suggested to verify the following: a. Understand the dataset and how relevance is computed for it. b. Do a feasibility test (by comparing existing implementation with tf-idf for example) to ensure this project is actually viable
Title
Improving Deep Structured Semantic Models for Web Search
Team Name
Team DSSM
Email
202311022@daiict.ac.in
Team Member 1 Name
Pratham Patel
Team Member 1 Id
202311022
Team Member 2 Name
Nishit Munjani
Team Member 2 Id
202311026
Team Member 3 Name
Rohit Rathod
Team Member 3 Id
202311039
Team Member 4 Name
Ayushi Mehta
Team Member 4 Id
202311008
Category
Reproducibility
Problem Statement
The project is aimed to rank the documents based on the semantic relation between the query and the contents of the document.
Evaluation Strategy
Precision, NDCG
Dataset
FuxiCTR https://github.com/reczoo/FuxiCTR
Resources
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data