Pinned

1. DCN_plus DCN_plus Public

   Pytorch Implenetation of Dynamic Coattention Networks +. Mixed Reinforcement learning objective(self critic) and Cross Entropy loss for supervised learning

   Python 3

2. CoLA CoLA Public

   A transformer and BiLSTM architecture with ELMo to evaluate performance on CoLA (Corpus of Linguistic Acceptability) dataset. PyTorch used

   Python 1

3. DeFINE-AWD-LSTM DeFINE-AWD-LSTM Public

   PyTorch implementation of DeFINE word embeddings with AWD-LSTM for language modeling. The input and output embeddings for AWD-LSTMM are tied

   Python 1

4. Metalearning-for-POS-tagging-PyTorch Metalearning-for-POS-tagging-PyTorch Public

   PyTorch implementation for Meta Learning algorithms :Model Agnostic Meta Learning(MAML) and Reptile for Part of Speech Tagging to evaluate few short learning

   Python 7 1

5. GA_Reader GA_Reader Public

   Gated Attention Reader for Cloze style question answering and reading comphrehension, implemented in PyTorch

   Python 1 1

6. SCRF-for-Name-Entity-Recognition SCRF-for-Name-Entity-Recognition Public

   Semi Markov Conditional Random Fields for Name Entity Recognition

   Python 1