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
☆334Updated last year
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☆193Updated 2 weeks ago
- docTTTTTquery document expansion model☆367Updated 2 years ago
- Efficient Attention for Long Sequence Processing☆94Updated last year
- Build Text Rerankers with Deep Language Models☆263Updated last year
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- A multilingual version of MS MARCO passage ranking dataset☆145Updated last year
- Scalable training for dense retrieval models.☆298Updated 2 weeks ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆263Updated 7 months ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆351Updated last year
- Search Engines with Autoregressive Language models☆288Updated 2 years ago
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆207Updated last month
- Zero and Few shot named entity & relationships recognition☆379Updated last month
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 2 years ago
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆184Updated 5 months ago
- [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.☆109Updated last year
- A Python Search Engine for Humans 🥸☆222Updated last year
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆297Updated last month
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆180Updated 2 weeks ago
- ☆183Updated 2 years ago
- ☆86Updated 2 months ago
- ☆365Updated last year
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆156Updated last year
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆162Updated last year
- SpanMarker for Named Entity Recognition☆433Updated 5 months ago
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆188Updated 10 months ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆324Updated 2 years ago
- multimodal document analysis☆164Updated last year
- Autoregressive Entity Retrieval☆791Updated last year
- Neural information retrieval / Semantic search / Bi-encoders☆170Updated last year