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radinhamidi merged 5 commits into from
Oct 13, 2026
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site, docs: cite published WWW 2026 and SIGIR 2026 papers, fix DeepWiki badge #47

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9c83fb8
site: cite SIGIR 2026 proceedings version of the reproducibility paper
radinhamidi Oct 12, 2026
a5fd57c
site, docs: keep Hamidi Rad as one family name in the WWW BibTeX
radinhamidi Oct 12, 2026
97796a3
docs: serve the DeepWiki README badge from shields.io
radinhamidi Oct 12, 2026
0495f5d
docs: keep Hamidi Rad as one family name in README and license citations
radinhamidi Oct 12, 2026
0892394
docs: cite published WWW 2026 and SIGIR 2026 papers in README and docs
radinhamidi Oct 12, 2026
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22 changes: 19 additions & 3 deletions README.md
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@@ -1,4 +1,4 @@
[![Ask DeepWiki about this repo](https://deepwiki.com/badge.svg)](https://deepwiki.com/ls3-lab/QueryGym)
[![Ask DeepWiki about this repo](https://img.shields.io/badge/Ask-DeepWiki-blue.svg)](https://deepwiki.com/ls3-lab/QueryGym)
[![Publish to PyPI](https://github.com/ls3-lab/QueryGym/actions/workflows/publish.yml/badge.svg)](https://github.com/ls3-lab/QueryGym/actions/workflows/publish.yml)
[![Build and Push Docker Images](https://github.com/ls3-lab/QueryGym/actions/workflows/docker.yml/badge.svg)](https://github.com/ls3-lab/QueryGym/actions/workflows/docker.yml)
[![PyPI version](https://badge.fury.io/py/querygym.svg)](https://pypi.org/project/querygym/)
Expand Down Expand Up @@ -183,11 +183,11 @@ This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENS

### Citation

If you use QueryGym in your research, please cite:
If you use QueryGym in your research, please cite the toolkit paper:

```bibtex
@inproceedings{10.1145/3774905.3793135,
author = {Bigdeli, Amin and Hamidi Rad, Radin and Incesu, Mert and Arabzadeh, Negar and Clarke, Charles and Bagheri, Ebrahim},
author = {Bigdeli, Amin and {Hamidi Rad}, Radin and Incesu, Mert and Arabzadeh, Negar and Clarke, Charles and Bagheri, Ebrahim},
title = {QueryGym: A Toolkit for Reproducible LLM-Based Query Reformulation},
booktitle = {Companion Proceedings of the ACM Web Conference 2026},
series = {WWW Companion '26},
Expand All @@ -198,3 +198,19 @@ If you use QueryGym in your research, please cite:
url = {https://doi.org/10.1145/3774905.3793135}
}
```

If you refer to the SIGIR 2026 reproducibility results or the leaderboard, please also cite:

```bibtex
@inproceedings{10.1145/3805712.3808560,
author = {Bigdeli, Amin and {Hamidi Rad}, Radin and Le, Hai Son and Incesu, Mert and Arabzadeh, Negar and Clarke, Charles L. A. and Bagheri, Ebrahim},
title = {A Reproducibility Study of LLM-Based Query Reformulation},
booktitle = {Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '26},
year = {2026},
pages = {2824--2834},
publisher = {Association for Computing Machinery},
doi = {10.1145/3805712.3808560},
url = {https://doi.org/10.1145/3805712.3808560}
}
```
34 changes: 25 additions & 9 deletions docs/about/license.md
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Expand Up @@ -47,16 +47,32 @@ Under the following terms:

## Citation

If you use QueryGym in your research, please cite:
If you use QueryGym in your research, please cite the toolkit paper:

```bibtex
@misc{bigdeli2025querygymtoolkitreproduciblellmbased,
title={QueryGym: A Toolkit for Reproducible LLM-Based Query Reformulation},
author={Amin Bigdeli and Radin Hamidi Rad and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
year={2025},
eprint={2511.15996},
archivePrefix={arXiv},
primaryClass={cs.IR},
url={https://arxiv.org/abs/2511.15996},
@inproceedings{DBLP:conf/www/BigdeliRIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={QueryGym: {A} Toolkit for Reproducible LLM-Based Query Reformulation},
booktitle={Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
pages={196--199},
publisher={ACM},
year={2026},
url={https://doi.org/10.1145/3774905.3793135},
doi={10.1145/3774905.3793135},
}
```

If you refer to the SIGIR 2026 reproducibility results or the leaderboard, please also cite:

```bibtex
@inproceedings{DBLP:conf/sigir/BigdeliRLIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={A Reproducibility Study of LLM-Based Query Reformulation},
booktitle={Proceedings of the 49th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2026, Melbourne, VIC, Australia, July 20-24, 2026},
pages={2824--2834},
publisher={ACM},
year={2026},
url={https://doi.org/10.1145/3805712.3808560},
doi={10.1145/3805712.3808560},
}
```
34 changes: 25 additions & 9 deletions docs/index.md
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Expand Up @@ -93,17 +93,33 @@ pip install querygym[dev]

## Citation

If you use QueryGym in your research, please cite:
If you use QueryGym in your research, please cite the toolkit paper:

```bibtex
@misc{bigdeli2025querygymtoolkitreproduciblellmbased,
title={QueryGym: A Toolkit for Reproducible LLM-Based Query Reformulation},
author={Amin Bigdeli and Radin Hamidi Rad and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
year={2025},
eprint={2511.15996},
archivePrefix={arXiv},
primaryClass={cs.IR},
url={https://arxiv.org/abs/2511.15996},
@inproceedings{DBLP:conf/www/BigdeliRIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={QueryGym: {A} Toolkit for Reproducible LLM-Based Query Reformulation},
booktitle={Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
pages={196--199},
publisher={ACM},
year={2026},
url={https://doi.org/10.1145/3774905.3793135},
doi={10.1145/3774905.3793135},
}
```

If you refer to the SIGIR 2026 reproducibility results or the leaderboard, please also cite:

```bibtex
@inproceedings{DBLP:conf/sigir/BigdeliRLIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={A Reproducibility Study of LLM-Based Query Reformulation},
booktitle={Proceedings of the 49th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2026, Melbourne, VIC, Australia, July 20-24, 2026},
pages={2824--2834},
publisher={ACM},
year={2026},
url={https://doi.org/10.1145/3805712.3808560},
doi={10.1145/3805712.3808560},
}
```

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17 changes: 8 additions & 9 deletions reproducibility/site/src/pages/cite.astro
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Expand Up @@ -3,7 +3,7 @@ import Default from "../layouts/Default.astro";
import CitationCard from "../components/CitationCard.astro";

const wwwBibtex = `@inproceedings{DBLP:conf/www/BigdeliRIACB26,
author={Amin Bigdeli and Radin Hamidi Rad and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
author={Amin Bigdeli and Radin {Hamidi Rad} and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={QueryGym: {A} Toolkit for Reproducible LLM-Based Query Reformulation},
booktitle={Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
pages={196--199},
Expand All @@ -13,16 +13,15 @@ const wwwBibtex = `@inproceedings{DBLP:conf/www/BigdeliRIACB26,
doi={10.1145/3774905.3793135},
}`;

const sigirBibtex = `@article{DBLP:journals/corr/abs-2604-27421,
author={Amin Bigdeli and Radin Hamidi Rad and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
const sigirBibtex = `@inproceedings{DBLP:conf/sigir/BigdeliRLIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={A Reproducibility Study of LLM-Based Query Reformulation},
journal={CoRR},
volume={abs/2604.27421},
booktitle={Proceedings of the 49th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2026, Melbourne, VIC, Australia, July 20-24, 2026},
pages={2824--2834},
publisher={ACM},
year={2026},
url={https://doi.org/10.48550/arXiv.2604.27421},
doi={10.48550/ARXIV.2604.27421},
eprinttype={arXiv},
eprint={2604.27421},
url={https://doi.org/10.1145/3805712.3808560},
doi={10.1145/3805712.3808560},
}`;
---

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17 changes: 8 additions & 9 deletions web/site/src/pages/cite.astro
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Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@ import Default from "../layouts/Default.astro";
import CitationCard from "../components/CitationCard.astro";

const wwwBibtex = `@inproceedings{DBLP:conf/www/BigdeliRIACB26,
author={Amin Bigdeli and Radin Hamidi Rad and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
author={Amin Bigdeli and Radin {Hamidi Rad} and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={QueryGym: {A} Toolkit for Reproducible LLM-Based Query Reformulation},
booktitle={Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
pages={196--199},
Expand All @@ -13,16 +13,15 @@ const wwwBibtex = `@inproceedings{DBLP:conf/www/BigdeliRIACB26,
doi={10.1145/3774905.3793135},
}`;

const sigirBibtex = `@article{DBLP:journals/corr/abs-2604-27421,
author={Amin Bigdeli and Radin Hamidi Rad and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
const sigirBibtex = `@inproceedings{DBLP:conf/sigir/BigdeliRLIACB26,
author={Amin Bigdeli and Radin {Hamidi Rad} and Hai Son Le and Mert Incesu and Negar Arabzadeh and Charles L. A. Clarke and Ebrahim Bagheri},
title={A Reproducibility Study of LLM-Based Query Reformulation},
journal={CoRR},
volume={abs/2604.27421},
booktitle={Proceedings of the 49th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2026, Melbourne, VIC, Australia, July 20-24, 2026},
pages={2824--2834},
publisher={ACM},
year={2026},
url={https://doi.org/10.48550/arXiv.2604.27421},
doi={10.48550/ARXIV.2604.27421},
eprinttype={arXiv},
eprint={2604.27421},
url={https://doi.org/10.1145/3805712.3808560},
doi={10.1145/3805712.3808560},
}`;

// JSON-LD: two ScholarlyArticle entries (WWW Demos + SIGIR Reproducibility).
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