A passage ranking benchmark with a collection of 8.8 million passages and question queries. Most relevance judgments are shallow.

Version 2 of the MS MARCO passage ranking dataset. The corpus contains 138M passages, which can be linked up with documents in msmarco-document-v2.

29 июл. 2023 г. · The msmarco-passage dataset, provided by the ir-datasets package. For more information about the dataset, see the documentation.

MS MARCO (MicroSoft MAchine Reading COmprehension) is a large-scale dataset focused on machine reading comprehension. Since its initial release, benchmarking ...

ir_datasets is a python package that provides a common interface to many IR ad-hoc ranking benchmarks, training datasets, etc.

The msmarco-passage/train/triples-small dataset, provided by the ir-datasets package. For more information about the dataset, see the documentation.

Based on the passages and questions in the Question Answering Dataset, a passage ranking task was formulated. There are 8.8 million passages and the goal is to ...

The current state-of-the-art on MSMARCO (BEIR) is BM25+CE. See a full comparison of 12 papers with code.

This year we have a document ranking dataset and a passage ranking dataset. The two datasets will share the same set of test queries, which will be released ...

This file contains each passage in the larger MSMARCO dataset. Format is TSV (PID Passage). Dataset com.microsoft.msmarco.passage.train.run.