UKPLab / gplLinks
Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
☆338Updated 2 years ago
Alternatives and similar repositories for gpl
Users that are interested in gpl are comparing it to the libraries listed below
Sorting:
- Inquisitive Parrots for Search☆198Updated 4 months ago
- A multilingual version of MS MARCO passage ranking dataset☆144Updated 2 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆351Updated last year
- docTTTTTquery document expansion model☆370Updated 2 years ago
- SpanMarker for Named Entity Recognition☆460Updated 9 months ago
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆212Updated last month
- Efficient Attention for Long Sequence Processing☆97Updated last year
- ☆86Updated 6 months ago
- Scalable training for dense retrieval models.☆297Updated 4 months ago
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆194Updated last month
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆472Updated last week
- Search Engines with Autoregressive Language models☆293Updated 2 years ago
- Neural information retrieval / Semantic search / Bi-encoders☆174Updated 2 years ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆396Updated 2 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆189Updated 4 years ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆196Updated last year
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆188Updated 3 months ago
- Zero and Few shot named entity & relationships recognition☆391Updated last month
- Active Learning for Text Classification in Python☆627Updated last month
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆264Updated 11 months ago
- A library to synthesize text datasets using Large Language Models (LLM)☆151Updated 2 years ago
- ☆169Updated last year
- ☆369Updated last year
- ☆40Updated 2 years ago
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆156Updated last year
- Provides a common interface to many IR ranking datasets.☆375Updated last week
- A Python Search Engine for Humans 🥸☆237Updated last year
- Simply, faster, sentence-transformers☆143Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 2 years ago
- Coreference Resolution☆79Updated 4 years ago