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
- 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
- Creating class-based TF-IDF matrices☆82Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year
- Few-shot Named Entity Recognition☆123Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 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
- 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
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- Coreference Resolution☆74Updated 3 years ago
- ☆41Updated 3 years ago
- Explainable Zero-Shot Topic Extraction☆62Updated 6 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
- ☆33Updated last year
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆383Updated last year
- This repository contains materials for the SIGIR 2022 tutorial on opinion summarization.☆34Updated 2 years ago
- The official tool for transforming doccano format into common dataset formats.☆106Updated last year
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 2 years ago
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆104Updated 7 months ago
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆105Updated 10 months ago
- A repository for our AAAI-2020 Cross-lingual-NER paper. Code will be updated shortly.☆46Updated 2 years ago
- Large-Scale Multi-Label Text Classification on EU Legislation☆93Updated last year
- Examples for aligning, padding and batching sequence labeling data (NER) for use with pre-trained transformer models☆65Updated 2 years ago
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆244Updated last year
- Named entity relevant project☆30Updated 4 years ago
- ☆59Updated 3 years ago
- ☆19Updated 3 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…☆257Updated 3 months ago
- [EMNLP-Findings 2020] Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences☆62Updated 9 months ago
- Building NER and RE components using HuggingFace Transformers☆50Updated 2 years ago
- Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".☆50Updated 3 years ago