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TREC 2023 Product Search Track Guidelines

Previous edition

Timetable

Dataset Released

Queries Released

Deadline for submitting ranking runs.

Registration

To participate in TREC please pre-register at the following website: https://ir.nist.gov/trecsubmit.open/application.html

Introduction

The Product Search Track studies information retrieval in a domain of product search.

Product Search Track

Text Only Re Rank

Text Only Retrieval

Multi-Modal Retrieval

Datasets

The dataset is

Downloading the datasets

Document ranking dataset

Type Filename File size Num Records Format
Corpus
Train
Dev
Test (TREC test 2023)

The document corpus is in jsonl format. Each document has:

If you unzip the corpus, you can quickly access a document using:

Use of external information

You are generally allowed to use external information while developing your runs. When you submit your runs, please fill in a form listing what resources you used. This could include an external corpus such as Wikipedia or a pretrained model (e.g. word embeddings, BERT). This could also include the provided set of document ranking training data, but also optionally other data such as the passage ranking task labels or external labels or pretrained models. This will allow us to analyze the runs and break they down into types.

Additional resources

We are sharing the following additional resources which we hope will be useful for the community.

Dataset Filename File size Num Records Format

Coordinators

  • Daniel Campos (University of Illinois at Urbana-Champaign)
  • Corby Rosset (Microsoft)
  • Alessandro Magnani (Walmart)
  • ChengXiang Zhai (University of Illinois at Urbana-Champaign)
  • Surya Kallumadi (Lowes)

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