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1. Attention-based-Seq2Seq-architecture-for-paraphrasing Attention-based-Seq2Seq-architecture-for-paraphrasing Public

   This repository contains a paraphrasing engine with an architecture inspired from the Google summarization pointer generator network

   Python 1 1

2. Adversarial_QA Adversarial_QA Public

   QA system that consists of a generative retrieval component that samples from a distribution over available answers adversarially improving discriminator's ability of predicting relevance

   Python 1 2

3. Instructions-2Actions Instructions-2Actions Public

   Actor critic-based system to carry out multistep tasks specified in natural language by parsing instruction into smaller action object pairs

   Python

4. Multiple-choice-comprehension Multiple-choice-comprehension Public

   3-way attention architecture to capture the relations between the comprehension passage, question and choice in an MCQ challenge.

   Python 2 1

5. Recommender-Systems Recommender-Systems Public

   Collaborative Filtering with User-User /Item-Item similarity and Probabilistic Matrix Factorization to predict missing data

6. Page-Rank-and-Link-Analysis Page-Rank-and-Link-Analysis Public

   Implementations of PageRank, Personalized PageRank and Query Sensitive PageRank