google-research-datasets / swim-ir
SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.
☆44Updated last year
Related projects ⓘ
Alternatives and complementary repositories for swim-ir
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval☆27Updated 2 years ago
- ☆15Updated 3 months ago
- Starbucks: Improved Training for 2D Matryoshka Embeddings☆17Updated last month
- ☆95Updated last year
- ☆55Updated last year
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆38Updated last month
- ☆29Updated 9 months ago
- [ICLR 2023] PyTorch code of Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees☆23Updated last year
- 🌏 Modular retrievers for zero-shot multilingual IR.☆27Updated 8 months ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆28Updated 5 months ago
- Embedding Recycling for Language models☆38Updated last year
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated last year
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆92Updated last year
- QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning P…☆34Updated last year
- Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval (NeurIPS'21)☆43Updated 2 years ago
- Efficient Memory-Augmented Transformers☆34Updated last year
- Are foundation LMs multilingual knowledge bases? (EMNLP 2023)☆18Updated 11 months ago
- ☆46Updated last week
- ☆16Updated last year
- ☆28Updated 11 months ago
- Plug-and-play Search Interfaces with Pyserini and Hugging Face☆32Updated last year
- Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https…☆43Updated 3 months ago
- ☆45Updated 2 years ago
- [EACL 2023] CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification☆38Updated last year
- CLIR version of ColBERT☆65Updated last month
- ☆13Updated last year
- Apps built using Inspired Cognition's Critique.☆58Updated last year
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆42Updated last year
- INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retrieval. Includes BPR and JPQ.☆22Updated last year
- A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering☆16Updated last year