crownpku / text2vec
Easily generate document/paragraph/sentence vectors and calculate similarity.
☆137Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for text2vec
- Using pre trained word embeddings (Fasttext, Word2Vec)☆158Updated 6 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆191Updated 3 years ago
- A project with topic model implementations☆131Updated 2 years ago
- Hierarchical, multi-label topic modelling with LDA☆53Updated last year
- Improved Word Representation Learning with Sememes☆195Updated 6 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆108Updated 6 years ago
- Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.☆93Updated 3 years ago
- "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation☆144Updated 2 months ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆70Updated 5 years ago
- attention based joint model for intent detection and slot filling☆177Updated 6 years ago
- Multi Label text classification using bert☆153Updated 5 years ago
- Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravan…☆178Updated 2 months ago
- all kinds of baseline models for sentence similarity 句子对语义相似度模型☆296Updated 6 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆159Updated 3 years ago
- TensorFlow code and pre-trained models for BERT☆51Updated 5 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆388Updated last year
- Aspect Based Sentiment Analysis using End-to-End Memory Networks☆199Updated 6 years ago
- Document clustering and topic modelling with Python☆86Updated 6 years ago
- Implementation of the algorithm detailed in ElKishky, Ahmed, et al. "Scalable topical phrase mining from text corpora."☆80Updated 7 years ago
- Tensorflow code to train TDLM☆138Updated 6 years ago
- ☆42Updated 7 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 2 years ago
- Text summarization starting from scratch.☆94Updated 2 months ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆104Updated 5 years ago
- Code for Bursty Biterm Topic Model (published in AAAI2015)☆53Updated 5 years ago
- Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)☆119Updated 7 years ago
- One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques☆204Updated last year