Harshal Godhia hsgodhia

Pinned

1. hred

   Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the MovieTriples dataset)

   Python 89 25

2. squad_rasor_nn

   Pytorch implementation of the RaSoR paper "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016) and experiments with various neural components

   Python 13 3

3. character_relations_modeling

   Implementation of the NACL 2016 Best paper "Unsupervised Learning for Dynamic Fictional Relationships by Iyyer et al"

   Python 1

4. independent-study

   this implements a skip-gram model to specialize word embeddings to capture word similarity and not just trivial word relatedness, this is done by training on PPDB. Also includes more experiemnts on…

   Jupyter Notebook 1

5. deep_parser

   A neural net based shift-reduce dependency parser (LSTMs and MLP combiner networks, no pretrained embedding)

   HTML 1

6. agm_language_model

   Aggregate markov language model (Saul & Pereira)

   Python 1