xusun26
Associate Professor at Peking University, working on NLP and machine learning.
Peking UniversityBeijing
Pinned Repositories
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
xusun26.github.io
xusun26's Repositories
xusun26/xusun26.github.io
xusun26/AAPR
Automatic Academic Paper Rating (ACL18)
xusun26/ACA4NMT
Code of a novel model for NMT
xusun26/AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
xusun26/AMM
The code for "An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation" (EMNLP 2018)
xusun26/bag-of-words
Code for "Bag-of-Words as Target for Neural Machine Translation"
xusun26/Chinese-Dependency-Treebank-with-Ellipsis
An Ellipsis-aware Chinese Dependency Treebank for Web Text
xusun26/Chinese-Literature-NER-RE-Dataset
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text
xusun26/Decode-CRF
Conditional Random Fields with Decode-based Learning
xusun26/DPGAN
xusun26/Global-Encoding
xusun26/LabelEmb
Label Embedding Network
xusun26/LancoSum
A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.
xusun26/livebot
xusun26/meProp
Codes for "meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting"
xusun26/meSimp
Codes for "Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method"
xusun26/NLP_Code_Index
xusun26/nndep
Transition-based Dependency Parser with neural networks and hybrid oracle
xusun26/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。
xusun26/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。
xusun26/SAPO
SAPO
xusun26/Sememe_prediction
Code for paper "Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions"
xusun26/SGM
xusun26/simNet
Code for "simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions"
xusun26/SMAE
This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".
xusun26/SRB
Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"
xusun26/superAE
Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"
xusun26/Unpaired-Sentiment-Translation
xusun26/WEAN
Code for "Word Embedding Attention Network: Generating Words by Querying Distributed Word Representations for Paraphrase Generation"