colinsongf Goto Github PK

followers: 41.0 following: 71.0 repos: 2.8K gists: 0.0

Type: User

Company: data

Location: cd

colinsongf's Projects

dpgan

Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)

dpp_cnn_summarization

Pytorch code for DivCNN In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes

A Deep Q-Network based Reinforcement Learning agent that can perform the NLP task of segmenting a chunk of given texts based on their semantic meaning and context. The taken approach is to feed a window of sentences into the DQN and the agent has discrete actions to determine at what index does a new segment lie or is there no segment in the given window at all. Except for tweaks and optimizations, the approach does seem to work, how well though is a mystery yet unsolved. Work under progress.

drat

Reading text analysis tool written in Python (2.7 and 3)

drbm

Descriptive RBM

dream

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

dress

DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf

drqa

Reading Wikipedia to Answer Open-Domain Questions

drqa-elastic

Facebook Question Answer using Elastic Search

drqa-webui

DrQA Web UI

drqa_cnn

Development of Q&A algorithm using ML techniques.

drqa_tensorflow

a tensorflow version using DrQA model from Reading Wikipedia to answer Opendomain questions

dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

dtree

A simple pure-Python decision tree construction algorithm

dualrl

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)

dualug

The implementation of the papers "Dual supervised learning for natural language understanding and generation" (ACL 2019) and "Towards Unsupervised Language Understanding and Generation by Joint Dual Learning" (ACL 2020)

duck_qa

A Demo for QA with deep learning

duorc

A Large-Scale Dataset for Paraphrased Reading Comprehension

dureader-bert

(Bert中文) Dureader阅读理解排名第七

dynamic-classification

Code from the paper: "Metric Learning for Dynamic Text Classification"

dynamic-coattention-network-plus

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

dynamicpoissonfactorization

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

dynamicrelu

Implementation of Dynamic ReLU on Pytorch

dynet

DyNet: The Dynamic Neural Network Toolkit

e-commerce-rule-engine

Rule Engine implemented in Python.

e2e-nlg-challenge-2017

E2E NLG Challenge submission

eacl2017_mtl

Code for EACL '17 paper "Identifying beneficial task relations for multi-task learning in deep neural networks"

ease

EASE (Enhanced AI Scoring Engine) is a library that allows for machine learning based classification of textual content. This is useful for tasks such as scoring student essays.

easy-web-spider

easy web spider for Mtime and douban

colinsongf Goto Github PK

colinsongf's Projects

Recommend Projects

Recommend Topics

Recommend Org