tlatkowski / multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
☆182Updated last year
Alternatives and similar repositories for multihead-siamese-nets:
Users that are interested in multihead-siamese-nets are comparing it to the libraries listed below
- ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)☆304Updated 6 years ago
- Re-implementation of ELMo on Keras☆134Updated last year
- Using pre trained word embeddings (Fasttext, Word2Vec)☆157Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.☆254Updated 6 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 5 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆189Updated 4 years ago
- Keras and Tensorflow implementation of Siamese Recurrent Architectures for Learning Sentence Similarity☆47Updated 5 years ago
- Neural network toolkit for sentence pair modeling.☆303Updated 4 years ago
- A PyTorch implementation of a Bi-LSTM CRF with character-level features☆63Updated 6 years ago
- A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)☆154Updated 4 years ago
- Multi-class metrics for Tensorflow☆224Updated 2 years ago
- Graph Convolutional neural network named entity recognition☆136Updated 7 years ago
- Concatenate word and character embeddings in Keras☆44Updated 3 years ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆260Updated 6 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆107Updated 6 years ago
- Deep Semantic Role Labeling with Self-Attention☆306Updated 4 years ago
- BiLSTM-CNN-CRF tagger☆250Updated 5 years ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆296Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 6 years ago
- ⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity☆283Updated last year
- Entity-Duet Neural Ranking Model☆152Updated 3 years ago
- TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Rel…☆184Updated 5 years ago
- Siamese-LSTM PyTorch Implementation for cikm 2018☆63Updated 6 years ago
- ☆340Updated 2 years ago
- A Structured Self-attentive Sentence Embedding☆492Updated 5 years ago
- Dilated CNNs for NER in TensorFlow☆242Updated 5 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Character-level Convolutional Neural Networks for text classification in PyTorch☆174Updated 2 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago