Fetching the paper…
Reading the bibliography…
Existing cross-encoder models can be categorized as pointwise, pairwise, or listwise.
Nogueira, R., Cho, K.: Passage Re-ranking with BERT. arXiv:1901.04085[v5] (2020), doi:
1901
Earlier work this paper cites.
1910
Earlier work this paper cites.
1910
Earlier work this paper cites.
Cleverdon, C.W.: The Significance of the Cranfield Tests on Index Languages. In: Proceedings of SIGIR 1991, pp. 3–12 (1991), doi:
1991
Earlier work this paper cites.
Robertson, S.E., Walker, S., Jones, S., Hancock-Beaulieu, M., Gatford, M.: Okapi at TREC-3. In: Proceedings of TREC 1994, pp. 109–126 (1994), URL
1994
Earlier work this paper cites.
Voorhees, E.M., Harman, D.: Overview of the Seventh Text REtrieval Conference (TREC-7). In: Proceedings of TREC 1998 (1998), URL
1998
Earlier work this paper cites.
Voorhees, E.M., Harman, D.: Overview of the Eigth Text REtrieval Conference (TREC-8). In: Proceedings of TREC 1999 (1999), URL
1999
Earlier work this paper cites.
Craswell, N., Hawking, D.: Overview of the TREC-2002 Web Track. In: Proceedings of TREC 2002 (2002), URL
2002
Earlier work this paper cites.
Craswell, N., Hawking, D., Wilkinson, R., Wu, M.: Overview of the TREC 2003 Web Track. In: Proceedings of TREC 2003, pp. 78–92 (2003), URL
2003
Earlier work this paper cites.
Clarke, C.L.A., Craswell, N., Soboroff, I.: Overview of the TREC 2004 Terabyte Track. In: Proceedings of TREC 2004 (2004), URL
2004
Earlier work this paper cites.
Craswell, N., Hawking, D.: Overview of the TREC 2004 Web Track. In: Proceedings of TREC 2004 (2004), URL
2004
Earlier work this paper cites.
Hersh, W.R., Bhupatiraju, R.T., Ross, L., Cohen, A.M., Kraemer, D., Johnson, P.: TREC 2004 Genomics Track Overview. In: Proceedings of TREC 2004 (2004), URL
2004
Earlier work this paper cites.
Voorhees, E.M.: Overview of the TREC 2004 Robust Track. In: Procedings of TREC 2004 (2004), URL
2004
Earlier work this paper cites.
2004
Earlier work this paper cites.
Burges, C.J.C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., Hullender, G.: Learning to Rank Using Gradient Descent. In: Proceedings of ICML 2005, pp. 89–96 (2005), doi:
2005
Earlier work this paper cites.
Clarke, C.L.A., Scholer, F., Soboroff, I.: The TREC 2005 Terabyte Track. In: Proceedings of TREC 2005 (2005), URL
2005
Earlier work this paper cites.
Hersh, W.R., Cohen, A.M., Yang, J., Bhupatiraju, R.T., Roberts, P.M., Hearst, M.A.: TREC 2005 Genomics Track Overview. In: Proceedings of TREC 2005 (2005), URL
2005
Earlier work this paper cites.
2005
Earlier work this paper cites.
Büttcher, S., Clarke, C.L.A., Soboroff, I.: The TREC 2006 Terabyte Track. In: Proceedings of TREC 2006 (2006), URL
2006
Earlier work this paper cites.
Hunter, J.D.: Matplotlib: A 2D Graphics Environment. Computing in Science & Engineering
2007
Earlier work this paper cites.
Clarke, C.L., Kolla, M., Cormack, G.V., Vechtomova, O., Ashkan, A., Büttcher, S., MacKinnon, I.: Novelty and Diversity in Information Retrieval Evaluation. In: Proceedings of SIGIR 2008, pp. 659–666 (2008), doi:
2008
Earlier work this paper cites.
Clarke, C.L.A., Craswell, N., Soboroff, I.: Overview of the TREC 2009 Web Track. In: Proceedings of TREC 2009 (2009), URL
2009
Earlier work this paper cites.
Clarke, C.L.A., Craswell, N., Soboroff, I., Cormack, G.V.: Overview of the TREC 2010 Web Track. In: Proceedings of TREC 2010 (2010), URL
2010
Earlier work this paper cites.
Clarke, C.L.A., Craswell, N., Soboroff, I., Voorhees, E.M.: Overview of the TREC 2011 Web Track. In: Proceedings of TREC 2011 (2011), URL
2011
Earlier work this paper cites.
Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., VanderPlas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research
2011
Cited alongside, same era.
Clarke, C.L.A., Craswell, N., Voorhees, E.M.: Overview of the TREC 2012 Web Track. In: Proceedings of TREC 2012 (2012), URL
2012
Cited alongside, same era.
Collins-Thompson, K., Bennett, P.N., Diaz, F., Clarke, C., Voorhees, E.M.: TREC 2013 Web Track Overview. In: Proceedings of TREC 2013 (2013), URL
2013
Cited alongside, same era.
Collins-Thompson, K., Macdonald, C., Bennett, P.N., Diaz, F., Voorhees, E.M.: TREC 2014 Web Track Overview. In: Proceedings of TREC 2014 (2014), URL
2014
Cited alongside, same era.
Pobrotyn, P., Bartczak, T., Synowiec, M., Białobrzeski, R., Bojar, J.: Context-Aware Learning to Rank with Self-Attention. In: Proceedings of eCom@SIGIR 2020 (2020), URL
2020
Later among the works it cites.
Virtanen, P., Gommers, R., Oliphant, T.E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., van der Walt, S.J., Brett, M., Wilson, J., Millman, K.J., Mayorov, N., Nelson, A.R.J., Jones, E., Kern, R., Larson, E., Carey, C.J., Polat, İ., Feng, Y., Moore, E.W., VanderPlas, J., Laxalde, D., Perktold, J., Cimrman, R., Henriksen, I., Quintero, E.A., Harris, C.R., Archibald, A.M., Ribeiro, A.H., Pedregosa, F., van Mulbregt, P.: SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python. Nature Methods
2020
Later among the works it cites.
Bondarenko, A., Gienapp, L., Fröbe, M., Beloucif, M., Ajjour, Y., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., Hagen, M.: Overview of Touché 2021: Argument Retrieval. In: Proceedings of CLEF 2021, pp. 450–467 (2021), doi:
2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Boteva, V., Gholipour, D., Sokolov, A., Riezler, S.: A Full-Text Learning to Rank Dataset for Medical Information Retrieval. In: Proceedings of ECIR 2016, pp. 716–722 (2016), doi:
2016
Cited alongside, same era.
Kluyver, T., Ragan-Kelley, B., Pérez, F., Granger, B., Bussonnier, M., Frederic, J., Kelley, K., Hamrick, J., Grout, J., Corlay, S., Ivanov, P., Avila, D., Abdalla, S., Willing, C., Team, J.D.: Jupyter Notebooks – A Publishing Format for Reproducible Computational Workflows. In: Positioning and Power in Academic Publishing: Players, Agents and Agendas, pp. 87–90, IOS Press (2016), doi:
2016
Cited alongside, same era.
Nguyen, T., Rosenberg, M., Song, X., Gao, J., Tiwary, S., Majumder, R., Deng, L.: MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. In: Proceedings of COCO@NeurIPS 2016 (2016), URL
2016
Cited alongside, same era.
Roberts, K., Demner-Fushman, D., Voorhees, E.M., Hersh, W.R., Bedrick, S., Lazar, A.J., Pant, S.: Overview of the TREC 2017 Precision Medicine Track. In: Proceedings of TREC 2017 (2017), URL
2017
Cited alongside, same era.
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, Ł., Polosukhin, I.: Attention is All you Need. In: Proceedings of NeurIPS 2017, pp. 5998–6008 (2017), URL
2017
Cited alongside, same era.
Roberts, K., Demner-Fushman, D., Voorhees, E.M., Hersh, W.R., Bedrick, S., Lazar, A.J.: Overview of the TREC 2018 Precision Medicine Track. In: Proceedings of TREC 2018 (2018), URL
2018
Cited alongside, same era.
Craswell, N., Mitra, B., Yilmaz, E., Campos, D., Voorhees, E.M.: Overview of the TREC 2019 Deep Learning Track. In: Proceedings of TREC 2019 (2019), URL
2019
Cited alongside, same era.
Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In: Proceedings of NAACL 2019, pp. 4171–4186 (2019), doi:
2019
Cited alongside, same era.
MacAvaney, S., Yates, A., Feldman, S., Downey, D., Cohan, A., Goharian, N.: Simplified Data Wrangling with
2021
Later among the works it cites.
Macdonald, C., Tonellotto, N., MacAvaney, S., Ounis, I.: PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval. In: Proceedings of CIKM 2021, pp. 4526–4533 (Oct 2021), doi:
2021
Later among the works it cites.
2021
Later among the works it cites.
Bondarenko, A., Fröbe, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., Hagen, M.: Overview of Touché 2022: Argument Retrieval. In: Proceedings of CLEF 2022, pp. 311–336 (2022), doi:
2022
Later among the works it cites.
Gienapp, L., Fröbe, M., Hagen, M., Potthast, M.: Sparse Pairwise Re-ranking with Pre-trained Transformers. In: Proceedings of SIGIR 2022, pp. 72–80 (2022), doi:
2022
Later among the works it cites.
Kedia, A., Zaidi, M.A., Lee, H.: FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering. In: Proceedings of EMNLP 2022, pp. 4246–4260 (2022), doi:
2022
Later among the works it cites.
Lin, J., Nogueira, R., Yates, A.: Pretrained Transformers for Text Ranking: BERT and Beyond. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers (2022), doi:
2022
Later among the works it cites.
MacAvaney, S., Macdonald, C., Ounis, I.: Streamlining Evaluation with
2022
Later among the works it cites.
Pradeep, R., Liu, Y., Zhang, X., Li, Y., Yates, A., Lin, J.: Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking. In: Proceedings of ECIR 2022, pp. 655–670 (2022), doi:
2022
Later among the works it cites.
2022
Later among the works it cites.
2022
Later among the works it cites.
Buyl, M., Missault, P., Sondag, P.A.: RankFormer: Listwise Learning-to-Rank Using Listwide Labels. In: Proceedings of KDD 2023, pp. 3762–3773 (2023), doi:
2023
Later among the works it cites.
Falcon, W., The PyTorch Lightning team: PyTorch Lightning (2023), doi:
2023
Later among the works it cites.
Fröbe, M., Reimer, J.H., MacAvaney, S., Deckers, N., Reich, S., Bevendorff, J., Stein, B., Hagen, M., Potthast, M.: The Information Retrieval Experiment Platform. In: Proceedings of SIGIR 2023, pp. 2826–2836 (2023), doi:
2023
Later among the works it cites.
Sun, W., Yan, L., Ma, X., Wang, S., Ren, P., Chen, Z., Yin, D., Ren, Z.: Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents. In: Proceedings of EMNLP 2023, pp. 14918–14937 (2023), doi:
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
pandas development team, T.: Pandas-dev/pandas: Pandas. Zenodo (Apr 2024), doi:
2024
Closest in time.
Schlatt, F., Fröbe, M., Hagen, M.: Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval. In: Proceedings of WSDM 2025 (2025a), doi:
2025
Closest in time.
Schlatt, F., Fröbe, M., Scells, H., Zhuang, S., Koopman, B., Zuccon, G., Stein, B., Potthast, M., Hagen, M.: Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking. In: Proceedings of ECIR 2025 (2025b), (to appear)
2025
Closest in time.