Papers Reproducibility

This repository collects paper materials for reproducibility purposes. Each folder contains a complete zipped repository used for a specific research work, allowing anyone to reproduce the results of our published papers.

Related Libraries

This research builds upon two core libraries:

• kANNolo
• Seismic

Papers

The following papers are included in this repository in chronological order:

• Multivector Reranking in the Era of Strong First-Stage Retrievers (ECIR 2026)

How to Reproduce Results

To reproduce the results of a specific work, follow these steps:

1. Clone this repository:

   git clone https://github.com/TusKANNy/papers_reproducibility.git
   cd papers_reproducibility

2. Navigate to the relevant paper folder:

   cd <paper_folder>

   For example, for the ECIR 2026 paper:

   cd ecir2026

3. Unzip the repository archive:

   unzip *.zip

4. Follow the instructions in the unzipped README: Each unzipped folder contains its own REPRODUCTION_GUIDE.md with specific instructions to reproduce the results of that particular paper.