abhilash1910 / ClusterTransformer
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
☆43Updated 3 years ago
Alternatives and similar repositories for ClusterTransformer:
Users that are interested in ClusterTransformer are comparing it to the libraries listed below
- State of the art Semantic Sentence Embeddings☆99Updated 2 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆34Updated 4 years ago
- ☆87Updated 3 years ago
- ☆59Updated 4 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆79Updated 2 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Updated 5 years ago
- Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".☆50Updated 3 years ago
- ECLARE: Extreme Classification with Label Graph Correlations☆42Updated 3 years ago
- ☆68Updated 3 years ago
- LongSumm - Scientific Document Summarization Task☆74Updated 2 years ago
- Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EM…☆38Updated 2 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆72Updated 3 years ago
- ☆18Updated 3 years ago
- ☆24Updated 3 years ago
- ☆42Updated 4 years ago
- Model for learning document embeddings along with their uncertainties☆35Updated last year
- Implementation, trained models and result data for the paper "Aspect-based Document Similarity for Research Papers" #COLING2020☆62Updated 11 months ago
- Accompanying repository of our AAAI-20 paper "Fine-Grained Argument Unit Recognition and Classification."☆21Updated 4 years ago
- source code of bison☆26Updated 4 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Updated 4 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆63Updated 4 years ago
- Implementation of DeepXML☆61Updated 3 years ago
- Dynamic ensemble decoding with transformer-based models☆29Updated last year
- Multitask Learning with Pretrained Transformers☆40Updated 4 years ago
- Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging☆66Updated 2 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- A repository for our AAAI-2020 Cross-lingual-NER paper. Code will be updated shortly.☆47Updated 2 years ago
- QED: A Framework and Dataset for Explanations in Question Answering☆116Updated 3 years ago
- Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)☆56Updated 2 years ago