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li-ming-fan's Projects

absa-pytorch icon absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

acl2019-odee icon acl2019-odee

This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"

aggcn icon aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

asgcn icon asgcn

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

atnre icon atnre

Adversarial Training for Neural Relation Extraction

autockm icon autockm

Clustering by k-means, k-median or k-medoid

autofnn icon autofnn

fully-connected neural network, simply implemented. requiring cblas.h & lapacke.h

autogfn icon autogfn

grouped fully-connected neural network, simply implemented. requiring cblas.h & lapacke.h

awr icon awr

Implementation of advantage-weighted regression.

baselines-rudder icon baselines-rudder

RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

bcq icon bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bear icon bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-for-absa icon bert-for-absa

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

capsule-nlu icon capsule-nlu

Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

chinese icon chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

chinesener icon chinesener

A neural network model for Chinese named entity recognition

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

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