jacoxu / STC2
Demo code for the paper STC2 which released three short text datasets for clustering and classification
☆115Updated 7 years ago
Alternatives and similar repositories for STC2:
Users that are interested in STC2 are comparing it to the libraries listed below
- ☆69Updated last year
- One short text dataset for classification and clustering extracted from StackOverflow☆57Updated 7 years ago
- ☆127Updated 6 years ago
- Meta Pattern Discovery from Massive Text Corpora☆61Updated 4 years ago
- For those who want to model the inter-sentence relations, pls use the more powerful code of "Attentive Convolution" in another repository☆90Updated 7 years ago
- local-context-unit☆55Updated 7 years ago
- Methods about Deep Learning for Text Matching☆88Updated 6 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
- This is a implementation of the paper A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDING.☆85Updated 7 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆189Updated 4 years ago
- An Open-source Neural Hierarchical Multi-label Text Classification Toolkit☆77Updated 5 years ago
- Implement of paper Self-Taught Convolutional Neural Networks for Short Text Clustering using Keras.☆46Updated 7 years ago
- Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach☆83Updated 6 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆136Updated 7 years ago
- Adversarial Training for Neural Relation Extraction☆109Updated 6 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
- Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.☆95Updated 3 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- Aspect-Based Sentiment Analysis Experiments☆132Updated 6 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- Character-level Convolutional Networks for Text Classification论文仿真实现☆71Updated 7 years ago
- Supervised Latent Dirichlet Allocation for Classification☆85Updated 4 years ago
- Deep Residual Learning for Weakly-Supervised Relation Extraction: https://arxiv.org/abs/1707.08866☆104Updated 6 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow☆143Updated 7 years ago
- Python implemetation for Dirichlet Multinomial Mixture (DMM) model☆47Updated 3 years ago
- A project with topic model implementations☆132Updated 2 years ago
- Code for Bursty Biterm Topic Model (published in AAAI2015)☆53Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Hierarchical Attention Network for Document Classification☆27Updated 8 years ago