kuutsav / information-retrievalLinks
Neural information retrieval / Semantic search / Bi-encoders
☆170Updated last year
Alternatives and similar repositories for information-retrieval
Users that are interested in information-retrieval are comparing it to the libraries listed below
Sorting:
- Inquisitive Parrots for Search☆193Updated 3 weeks ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆334Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆351Updated last year
- Efficient Attention for Long Sequence Processing☆94Updated last year
- A multilingual version of MS MARCO passage ranking dataset☆145Updated last year
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- Search Engines with Autoregressive Language models☆288Updated 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…☆203Updated 2 years ago
- Scalable training for dense retrieval models.☆298Updated 2 weeks ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 2 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- Provides a common interface to many IR ranking datasets.☆358Updated last month
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 8 months ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆93Updated 2 years ago
- docTTTTTquery document expansion model☆366Updated 2 years ago
- Comprehensive NLP Evaluation System☆189Updated 10 months ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- Some notebooks for NLP☆204Updated last year
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆111Updated 3 years ago
- A Python Search Engine for Humans 🥸☆222Updated last year
- ☆86Updated 2 months ago
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆325Updated 2 years ago
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings☆43Updated last year
- Train Dense Passage Retriever (DPR) with a single GPU☆133Updated 4 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆252Updated 3 years ago
- provides a common interface to many IR measure tools☆85Updated last month
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 3 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆83Updated 7 months ago