AndriyMulyar / semantic-text-similarity
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
☆213Updated 4 years ago
Alternatives and similar repositories for semantic-text-similarity:
Users that are interested in semantic-text-similarity are comparing it to the libraries listed below
- Exploring the simple sentence similarity measurements using word embeddings☆101Updated 6 months ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- Deep Keyphrase Extraction using BERT☆258Updated 3 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- BERT for Coreference Resolution☆448Updated 2 years ago
- Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).☆186Updated 4 years ago
- Code for ACL 2020 paper: "Extractive Summarization as Text Matching"☆519Updated 3 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆231Updated 5 years ago
- Large-scale multi-document summarization dataset and code☆282Updated last year
- ☆177Updated 6 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆429Updated last year
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆178Updated 4 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆69Updated 4 years ago
- Keyphrase Generation☆218Updated last year
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆141Updated 2 years ago
- An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the t…☆219Updated 8 months ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆111Updated 2 years ago
- ☆449Updated 2 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆394Updated 3 years ago
- Topic-Aware Convolutional Neural Networks for Extreme Summarization☆357Updated last year
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated 7 months ago
- EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)☆435Updated last year
- BERT for question answering starting with HotpotQA☆168Updated 6 years ago
- Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.☆146Updated 4 years ago
- BERT fine-tuning for POS tagging task (Keras)☆77Updated 5 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 3 years ago
- The PyTorch Implementation of SummaRuNNer☆255Updated 3 years ago
- Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and othe…☆114Updated 5 years ago
- Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)☆340Updated 2 years ago