jacoxu / STC2
Demo code for the paper STC2 which released three short text datasets for clustering and classification
☆114Updated 6 years ago
Alternatives and similar repositories for STC2:
Users that are interested in STC2 are comparing it to the libraries listed below
- Implement of paper Self-Taught Convolutional Neural Networks for Short Text Clustering using Keras.☆46Updated 7 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- Code for Bursty Biterm Topic Model (published in AAAI2015)☆53Updated 5 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆84Updated 5 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 5 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.☆133Updated 6 years ago
- Hierarchical Attention Network for Document Classification☆27Updated 7 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆136Updated 7 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆189Updated 4 years ago
- ☆127Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 5 years ago
- This is a implementation of the paper A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDING.☆86Updated 7 years ago
- One short text dataset for classification and clustering extracted from StackOverflow☆57Updated 7 years ago
- ☆68Updated 11 months ago
- Aspect Based Sentiment Analysis using End-to-End Memory Networks☆198Updated 6 years ago
- ☆118Updated 5 years ago
- Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)☆44Updated 2 years ago
- LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary☆51Updated 8 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆104Updated 7 years ago
- Methods about Deep Learning for Text Matching☆88Updated 5 years ago
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆75Updated 6 years ago
- neural variational document model☆131Updated 7 years ago
- Meta Pattern Discovery from Massive Text Corpora☆61Updated 4 years ago
- It is a tensorflow script for multi-task learning implementation of Kim's paper : Convolutional Neural Networks for Sentence Classificati…☆105Updated 8 years ago
- Code for Online Biterm Topic Model (published in TKDE2014)☆65Updated 10 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆153Updated 6 years ago
- LexDecomp is an implementation of the Answer Selection (AS) model proposed in the paper Sentence Similarity Learning by Lexical Decomposi…☆50Updated 7 years ago