crownpku / text2vecLinks
Easily generate document/paragraph/sentence vectors and calculate similarity.
☆137Updated 4 years ago
Alternatives and similar repositories for text2vec
Users that are interested in text2vec are comparing it to the libraries listed below
Sorting:
- Using pre trained word embeddings (Fasttext, Word2Vec)☆158Updated 7 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 6 years ago
- reference tensorflow code for named entity tagging☆105Updated 4 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆190Updated 5 years ago
- creating a dataset for person name disambiguation using combination of sources like wikipedia, DBLP authors and PPDB.☆52Updated 8 years ago
- A project with topic model implementations☆133Updated 3 years ago
- This repository contains various ways to calculate sentence vector similarity using NLP models☆198Updated 5 years ago
- Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.☆97Updated 4 years ago
- HDLTex: Hierarchical Deep Learning for Text Classification☆278Updated last year
- Library for fast text representation and extreme classification.☆151Updated 5 years ago
- Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in …☆131Updated 6 years ago
- Long(er) text representation and classification using Doc2Vec embeddings☆109Updated last year
- A script to perform a word embeddings clustering using the K-Means algorithm☆37Updated 8 years ago
- keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS☆124Updated 7 years ago
- "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation☆143Updated 4 months ago
- Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravan…☆179Updated last year
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆108Updated 7 years ago
- One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques☆210Updated 2 years ago
- Hierarchical, multi-label topic modelling with LDA☆54Updated 3 years ago
- SegPhrase working on Chinese and Arabic☆36Updated 9 years ago
- Document clustering using Density Based Spatial Clustering (DBSCAN) [undergrad NLP class project 2015@TU]☆79Updated last year
- ConText v4: Neural networks for text categorization☆122Updated 6 years ago
- Document clustering and topic modelling with Python☆87Updated 7 years ago
- Comparing Text Classification results using BERT embedding and ULMFIT embedding☆65Updated 6 years ago
- Demo code for the paper STC2 which released three short text datasets for clustering and classification☆117Updated 7 years ago
- Summary of Responses to Questionnaire on Annotation Platform https://forms.gle/iZk8kehkjAWmB8xe9☆60Updated 5 years ago
- Exploiting entity linking in queries for entity retrieval☆81Updated 6 years ago
- A deep text classifiers library.☆37Updated 7 years ago
- Implementation Project for relation extraction in NLP using kernel based methods.☆33Updated 9 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 3 years ago