TharinduDR / Siamese-Recurrent-Architectures
Usage of Siamese Recurrent Neural network architectures for semantic textual similarity
☆22Updated 5 years ago
Related projects: ⓘ
- ☆24Updated 6 years ago
- Machine Translation using Transfromers☆29Updated 4 years ago
- Fine-tune transformers with pytorch-lightning☆44Updated 2 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 3 years ago
- Visualize BERT's self-attention layers on text classification tasks☆46Updated 5 years ago
- ☆44Updated last year
- shabeelkandi / Handling-Out-of-Vocabulary-Words-in-Natural-Language-Processing-using-Language-Modelling☆68Updated 4 years ago
- Uses GloVe embeddings and greedy sequence segmentation to semantically segment a text document into any number of k segments.☆31Updated 5 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆40Updated 4 years ago
- Evidence-based QA system for community question answering.☆101Updated 3 years ago
- Model for learning document embeddings along with their uncertainties☆35Updated 9 months ago
- Stacked Denoising BERT for Noisy Text Classification (Neural Networks 2020)☆32Updated last year
- architectures and pre-trained models for long document classification.☆153Updated 3 years ago
- Multitask Learning with Pretrained Transformers☆40Updated 3 years ago
- A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]☆25Updated 4 years ago
- Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model☆24Updated 4 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆35Updated 4 years ago
- Concatenate word and character embeddings in Keras☆44Updated 2 years ago
- ☆51Updated 6 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 4 years ago
- ☆14Updated 5 years ago
- A repository for our AAAI-2020 Cross-lingual-NER paper. Code will be updated shortly.☆47Updated last year
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆37Updated 4 years ago
- We summarize the summarization papers presented at major conferences (starting with ACL 2019)☆85Updated 4 years ago
- On Generating Extended Summaries of Long Documents☆77Updated 3 years ago
- A text document will be provided and it'll produce it's summary☆29Updated 4 years ago
- Hierarchical Attention Networks for Document Classification in Keras☆73Updated 5 years ago
- A embed able annotation tool for end to end cross document co-reference☆41Updated last year
- Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings☆33Updated 5 years ago
- Dynamic ensemble decoding with transformer-based models☆29Updated last year