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pohan's Projects

knowledge-net icon knowledge-net

KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

models icon models

Models and examples built with TensorFlow

owm icon owm

Code for Continual Learning of Context-dependent Processing in Neural Networks

pathint icon pathint

Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017

pgma_tensorflow icon pgma_tensorflow

Code for Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation

pytorch-ewc icon pytorch-ewc

Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"

pytorch-maddpg icon pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

qa-hard-em icon qa-hard-em

An original implementation of EMNLP 2019, "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

redr icon redr

Code for ACL 2019 paper "Reinforced Dynamic Reasoning for Conversational Question Generation".

response-writer icon response-writer

Hypernetwork for History Function. Test on 3 conversational question answering dataset (CoQA, DoQA, QuAC)

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