document-ranking

The Tensorflow implementation of accepted ACL 2018 paper "A deep relevance model for zero-shot document filtering", Chenliang Li, Wei Zhou, Feng Ji, Yu Duan, Haiqing Chen, http://aclweb.org/anthology/P18-1214

Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering

EE448 Big Data Mining Project: Query Expansion with Rocchio Algorithm & Document Ranking with BM25 Score

This repo contains mini projects in Information Retrieval. Covers indexing, document ranking, web crawling, page ranking, and evaluating different models

😷 Attempt on deep learning track challenge in TREC 2019 - https://microsoft.github.io/TREC-2019-Deep-Learning/

Implement the Pivoted Normalization and BM25 Retrieval Functions

Probabilistic Reasoning and Bayes Rule; Text Data Analysis; Document Ranking and Evaluation.

Conducts query-independent document specificity scoring.

Assignment Submission for course Information Retrieval (CS F469)

IR implemented by using TF-IDF method