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App-DL
Deep Learning and applications in Startups, CV, NLPAIStartups
Startups about artificial intelligence. (DM, ML, NLP, CV...)SongNet
Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"οΌhttps://www.aclweb.org/anthology/2020.acl-main.68/neural-summ-cnndm-pytorch
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily MailGuyu
Chinese GPT2: pre-training and fine-tuning framework for text generationTranSummar
Transformer for abstractive summarization on cnn/daily-mail and gigawordsJRNN
LSTM and GRU in JAVAPG_BOW_DEMO
Image Classification using Bag of Words and Spatial Pyramid BoWhierarchical-encoder-decoder
Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in TheanoTtT
code for ACL2021 paper "Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction"PG_Curve
Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.PG_DEEP
demo of deep belief netsrnn-theano
RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theanovariational-autoencoder-theano
Variational Autoencoders (VAEs) in Theano for Images and TextDRGD-LCSTS
code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"dialogue-hred-vhred
HRED VHRED VHCR for Multi-Turn Dialogue Systemslipiji.github.io
datasets
datasets for NLP researchHFT
code:Hidden factors and hidden topics: Understanding rating dimensions with review text.uChecker
Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"rnn-pytorch
study pytorchNRT-theano
Code for our SIGIR'2017 paper "Neural Rating Regression with Abstractive Tips Generation for Recommendation"data-summ-cnn_dailymail
non-anonymized cnn/dailymail dataset for text summarizationJLBFGS
Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) in JavaPG_PageRank
pagerank using mapreduce formatvae-salience
"Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization"PG_PLSA
plsa demo in pythonneural-dialogue-s2s-weibo-py3
world2vec
Pre-trained word and phrase vectorsneural-topic-model
neural topic model based on VAE - theanostopwords
t5_summarization
language_model_transformer
language model via transformervae-salience-ramds
"Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset"gan-bow-text
Generative Adversarial Network (GAN) for text modelingbert_zh_open200g_wordpiece
jilp
Java ILP is a simplified java interface to (mixed) integer linear programming solvers like, e.g., lp_solve, Glpk, SAT4J (0-1 ILP), CPLEX, or Mosek.cws-seq2seq
Chinese Word Segment using Seq2Seq Framework.SwarmRank
Particle Swarm Optimization for Classification and Recommender SystemsPG_ROC_PR_R
ROC and PR curve using Rcollaborative-topic-regression
textrank_keyword_summary
textrank based keywords extraction and summarizationinterpretability-methods
gradients based interpretability methodstokenizer_zh
TextAdventure
pointer_generator_csc_lstm
PG_LINEAR
L_p-Regularized logistic regression using Gradient Decent (batch)TopCJ
Top Conference TimelinePATG
Code for WWW2019 paper "Persona-Aware Tips Generation"gan-intro-theano
Generative Adversarial Networks (GAN) example in Theano.water_level_prediction
S5
adversarial-variational-autoencoders
Adversarial Variational Auto-Encoders (AVAEs) in TheanoTextRefiner
neural-fig2txt
VecComp
Vector completion using sparse codinginstruction_data
corr
WebHarvester
Web-Harvest is Open Source Web Data Extraction tool written in Java. This is an extension of the original version.Finetrain-BERT
big_tpl_zh_10_base
mlp-theano
MLP using Theanocivrealm
CivRealm: A Learning and Reasoning Odyssey for Decision-Making Agents: https://civrealm.github.io/civrealm/RAG4DocReader
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