Huffon / sentence-similarityLinks
This repository contains various ways to calculate sentence vector similarity using NLP models
☆197Updated 5 years ago
Alternatives and similar repositories for sentence-similarity
Users that are interested in sentence-similarity are comparing it to the libraries listed below
Sorting:
- Exploring the simple sentence similarity measurements using word embeddings☆99Updated last year
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques☆210Updated 2 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 6 years ago
- ☆121Updated 2 years ago
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆180Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 4 years ago
- ☆83Updated 4 years ago
- Concatenate word and character embeddings in Keras☆45Updated 3 years ago
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated 2 years ago
- BERT for question answering starting with HotpotQA☆168Updated 6 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆109Updated 3 years ago
- Deep Keyphrase Extraction using BERT☆261Updated 3 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 4 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated 9 months ago
- XLNet: fine tuning on RTX 2080 GPU - 8 GB☆154Updated 6 years ago
- Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.☆146Updated 5 years ago
- Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.☆201Updated last year
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆392Updated 3 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆230Updated 4 years ago
- Implementation of a linear-chain CRF in PyTorch☆97Updated 4 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆160Updated 5 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated last year
- EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)☆439Updated 2 years ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆111Updated 3 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Updated 6 years ago
- Named Entity Recognition with BERT using TensorFlow 2.0☆214Updated 2 years ago
- Document ranking via sentence modeling using BERT☆145Updated 2 years ago
- A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)☆153Updated 5 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 5 years ago