fastforwardlabs / few-shot-text-classification
☆61Updated 4 years ago
Alternatives and similar repositories for few-shot-text-classification:
Users that are interested in few-shot-text-classification are comparing it to the libraries listed below
- Creating class-based TF-IDF matrices☆83Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆80Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 2 years ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆259Updated 4 months ago
- Building NER and RE components using HuggingFace Transformers☆50Updated 2 years ago
- Coreference Resolution☆75Updated 4 years ago
- Few-shot Named Entity Recognition☆123Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆201Updated 2 years ago
- ☆19Updated 3 years ago
- Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction☆81Updated 4 years ago
- Explainable Zero-Shot Topic Extraction☆62Updated 7 months ago
- Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!☆34Updated 3 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…☆220Updated 8 months ago
- A repo to explore different NLP tasks which can be solved using T5☆172Updated 4 years ago
- Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI …☆28Updated 4 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- ☆66Updated 2 years ago
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆171Updated 4 months ago
- On Generating Extended Summaries of Long Documents☆78Updated 4 years ago
- ☆41Updated 3 years ago
- The official tool for transforming doccano format into common dataset formats.☆107Updated last year
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging☆66Updated 2 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆146Updated last year
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆102Updated 3 years ago
- Implementation, trained models and result data for the paper "Aspect-based Document Similarity for Research Papers" #COLING2020☆62Updated 10 months ago
- Introduction to the recently released T5 model from the paper - Exploring the Limits of Transfer Learning with a Unified Text-to-Text Tra…☆35Updated 4 years ago