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neuralconvo

Neural conversational model in Torch

nlc

Neural Language Correction implemented on Tensorflow

ntm

Neural turing machine implementation

ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

plmpapers

Must-read Papers on pre-trained language models.

py-metric

python metric functions, such as MAP, NDCG, AUC...

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

rechorus

“Chorus” of recommendation models: a PyTorch framework for Top-K recommendation with implicit feedback.

relation_extraction

Knowledge Base Embedding

rnn_papers

rntn

An implementation of the recursive neural tensor network described by Socher et al (2013) in "Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank"

rntn-1

Python implementation of Socher et al, EMNLP2013

sda-my-exp

Classifying MNIST Digits Using Stacked Denoising AutoEncoders - My Experiments

semafor

http://www.ark.cs.cmu.edu/SEMAFOR

semantic_summ

semantic summarization using abstract meaning representation (AMR)

sempre

Semantic Parser with Execution

sent-summary

sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

seq2seq

Sequence to Sequence Learning with Keras

shadowbroker

sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.

sme

spacefusion

clone from https://github.com//golsun/SpaceFusion

srlparser

svmnet

.NET implementation of libSVM

text-retrieval-python

Collection of functions and scripts for text retrieval in Python: Document collection preprocessing, Feature Selection, Indexing, Query processing, Ranking, Relevance evaluation

textrank

theano_lstm

:microscope: Nano size Theano LSTM module

trash

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)