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aapr

Automatic Academic Paper Rating (ACL18)

aca4nmt

Code of a novel model for NMT

adabound

An optimizer that trains as fast as Adam and as good as SGD.

amm

The code for "An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation" （EMNLP 2018)

bag-of-words

Code for "Bag-of-Words as Target for Neural Machine Translation"

chinese-dependency-treebank-with-ellipsis

An Ellipsis-aware Chinese Dependency Treebank for Web Text

chinese-literature-ner-re-dataset

A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text

decode-crf

Conditional Random Fields with Decode-based Learning

dpgan

global-encoding

labelemb

Label Embedding Network

lancosum

A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.

livebot

meprop

Codes for "meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting"

mesimp

Codes for "Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method"

nlp_code_index

nndep

Transition-based Dependency Parser with neural networks and hybrid oracle

pkuseg

一个高准确度的中文分词工具包，简单易用，支持多领域分词，在不同领域的数据上都大幅提高了分词的准确率。

pkuseg-python

python版本：高准确度中文分词工具，简单易用，跟现有开源工具相比大幅提高了分词的准确率。

sapo

SAPO

sememe_prediction

Code for paper "Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions"

sgm

simnet

Code for "simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions"

smae

This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".

srb

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

superae

Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"

unpaired-sentiment-translation

wean

Code for "Word Embedding Attention Network: Generating Words by Querying Distributed Word Representations for Paraphrase Generation"

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