ant-louis / xm-retrievers
π Modular retrievers for zero-shot multilingual IR.
β27Updated last year
Alternatives and similar repositories for xm-retrievers:
Users that are interested in xm-retrievers are comparing it to the libraries listed below
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 laβ¦β48Updated last year
- CLIR version of ColBERTβ68Updated this week
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.β45Updated last year
- β18Updated 8 months ago
- Starbucks: Improved Training for 2D Matryoshka Embeddingsβ19Updated 3 months ago
- INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retrieval. Includes BPR and JPQ.β24Updated last year
- β29Updated last year
- Retrieval-Augmented Generation battle!β50Updated 4 months ago
- β45Updated 3 years ago
- β41Updated 2 months ago
- Dense hybrid representations for text retrievalβ62Updated 2 years ago
- β54Updated 2 years ago
- One-stop shop for running and fine-tuning transformer-based language models for retrievalβ53Updated 3 weeks ago
- QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning Pβ¦β34Updated last year
- Embedding Recycling for Language modelsβ38Updated last year
- Official Repository for "Hypencoder: Hypernetworks for Information Retrieval"β24Updated last month
- XTR: Rethinking the Role of Token Retrieval in Multi-Vector Retrievalβ50Updated 10 months ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrievalβ45Updated 6 months ago
- Using business-level retrieval system (BM25) with Python in just a few lines.β31Updated 2 years 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.β93Updated 2 years ago
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddingsβ42Updated last year
- Ranking of fine-tuned HF models as base models.β35Updated last year
- Plug-and-play Search Interfaces with Pyserini and Hugging Faceβ31Updated last year
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrievalβ29Updated 2 years ago
- This repository contains the code for the paper 'PARM: Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval' puβ¦β40Updated 3 years ago
- β39Updated 4 months ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.β75Updated 3 years ago
- β28Updated last year
- β21Updated 3 years ago
- Trully flash implementation of DeBERTa disentangled attention mechanism.β46Updated 3 weeks ago