bburns / LanguageModels
Comparison of n-gram vs RNN (recurrent neural network) language models (predicting next word in a sequence), using Python, NLTK, Keras, and TensorFlow
☆48Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for LanguageModels
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras☆71Updated 7 years ago
- BiLSTM-CRF for sequence labeling in Dynet☆82Updated 7 years ago
- Spoken Language Understanding(SLU)/Slot Filling in Keras☆101Updated 6 years ago
- This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]☆45Updated 6 years ago
- Implementation of Character-level Convolutional Networks for Text Classification in TensorFlow☆81Updated 8 years ago
- Answer Sentence Selection using Deep Learning☆64Updated 8 years ago
- Multilingual hierarchical attention networks toolkit☆78Updated 4 years ago
- Recurrent neural networks and Dynamic memory networks for sentiment classification☆30Updated 7 years ago
- Source code for an ACL2016 paper of Chinese word segmentation☆80Updated 5 years ago
- R-NET implementation in TensorFlow.☆77Updated 6 years ago
- Tensorflow implementation of Generating Sentences from a Continuous Space☆30Updated 6 years ago
- ICASSP2017: End-to-end joint learning of natural language understanding and dialogue manager☆75Updated 7 years ago
- Python Linear CRF☆47Updated 10 years ago
- Hierarchical Recurrent Encoder Decoder for Query Suggestion☆108Updated 7 years ago
- For those who want to model the inter-sentence relations, pls use the more powerful code of "Attentive Convolution" in another repository☆92Updated 6 years ago
- Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"☆66Updated 6 years ago
- Implementation of conversational intelligence using r-net models☆42Updated 7 years ago
- implementation match mLstm in TensorFlow 1.0☆29Updated 7 years ago
- koalaGreener / Character-level-Convolutional-Network-for-Text-Classification-Applied-to-Chinese-CorpusThesis of UCL student Weijie Huang☆34Updated 2 years ago
- Tensorflow implementation of joint modeling of SLU (intent & slot filling) and LM with RNNs.☆118Updated 8 years ago
- Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"☆68Updated 7 years ago
- NLP tools on Lasagne☆61Updated 7 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆58Updated 6 years ago
- Generative Question Answering☆57Updated 4 years ago
- Neural Attention Model for Abstractive Summarization☆74Updated 9 years ago
- EMNLP2015_code_Long Short-Term Memory Neural Networks for Chinese Word Segmentation☆75Updated 8 years ago
- Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Struc…☆22Updated 8 years ago
- An attempt to implement the TreeLSTM in Theano☆44Updated 8 years ago
- Deep-Atrous-CNN-NER: Word level model for Named Entity Recognition☆34Updated 6 years ago