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Append to MS MARCO replication log and fix spacy error - #277

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jx3yang wants to merge 1 commit into
castorini:masterfrom
jx3yang:repro_msmarco_document_retrieval
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jx3yang wants to merge 1 commit into
castorini:masterfrom
jx3yang:repro_msmarco_document_retrieval

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@jx3yang

@jx3yang jx3yang commented May 23, 2022

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Description

Replicate the MS MARCO document retrieval results.

Issue Encountered

The spacy errors mentioned in #267. This PR suggests a fix for those issues.

Experiment Results Replication

The mrr's I got differ slightly in the 5th decimal place:

fh
image
The expected mrr is 0.38882, but got 0.3888.

sh
image
The expected mrr is 0.33617 but got 0.33614.

Environment

Python 3.7.13
GPU: Tesla P100 (Google Colab)

See the following Colab notebooks:

@joelrorseth

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Hi all, just bumping this PR, I think it is OK to merge. I was able to replicate the revised results exactly, using the new changes proposed in this revision. Feel free to add a replication entry on my behalf, I used a GeForce RTX 2080 Ti on a Ubuntu 21.10 machine. Thanks

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2 participants