shahrukhx01 / siamese-nn-semantic-text-similarityLinks
A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
☆53Updated 3 years ago
Alternatives and similar repositories for siamese-nn-semantic-text-similarity
Users that are interested in siamese-nn-semantic-text-similarity are comparing it to the libraries listed below
Sorting:
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- Library of state-of-the-art models (PyTorch) for NLP tasks☆110Updated last year
- Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from hu…☆43Updated 4 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆78Updated 3 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆71Updated 5 years ago
- https://arxiv.org/pdf/1909.04054☆79Updated 2 years ago
- Detect toxic spans in toxic texts☆70Updated 2 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆82Updated 3 years ago
- Text Classification using transformer based models☆24Updated 5 years ago
- ☆45Updated 2 years ago
- Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI …☆28Updated 4 years ago
- Quick semantic search using Siamese-BERT encodings☆70Updated 4 years ago
- Large-Scale Multi-Label Text Classification on EU Legislation☆98Updated 2 years ago
- A repository for our AAAI-2020 Cross-lingual-NER paper. Code will be updated shortly.☆47Updated 2 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated 11 months ago
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆35Updated 5 years ago
- ☆88Updated 3 years ago
- ☆33Updated 2 years ago
- ☆52Updated 4 years ago
- ☆60Updated 4 years ago
- ☆59Updated 4 years ago
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆101Updated 3 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 4 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆31Updated 2 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆160Updated 6 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆109Updated 3 years ago
- ☆20Updated 4 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated 2 years ago