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1Exploring hyperparameter usage and tuning in machine learning research
S. Simon, N. Kolyada, C. Akiki, M. Potthast, B. Stein, and N. Siegmund. 2023 IEEE/ACM 2nd International Conference on AI Engineering -- Software Engineering for AI (CAIN), IEEE, (May 2023)
7 months ago by @scadsfct
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1Overview of touché 2023: Argument and causal retrieval
A. Bondarenko, M. Fröbe, J. Kiesel, F. Schlatt, V. Barriere, B. Ravenet, L. Hemamou, S. Luck, J. Reimer, B. Stein and 2 other author(s). Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, (2023)
7 months ago by @scadsfct
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2Systematic evaluation of neural retrieval models on the touché 2020 argument retrieval subset of BEIR
N. Thakur, L. Bonifacio, M. Fröbe, A. Bondarenko, E. Kamalloo, M. Potthast, M. Hagen, and J. Lin. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 618, page 1420--1430. New York, NY, USA, ACM, (July 2024)
7 months ago by @scadsfct
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1Shared tasks as tutorials: A methodical approach
T. Elstner, F. Loebe, Y. Ajjour, C. Akiki, A. Bondarenko, M. Fröbe, L. Gienapp, N. Kolyada, J. Mohr, S. Sandfuchs and 7 other author(s). Proc. Conf. AAAI Artif. Intell., 37 (13): 15807--15815 (June 2023)
7 months ago by @scadsfct
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1The information retrieval experiment platform
M. Fröbe, J. Reimer, S. MacAvaney, N. Deckers, S. Reich, J. Bevendorff, B. Stein, M. Hagen, and M. Potthast. Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, New York, NY, USA, ACM, (July 2023)
7 months ago by @scadsfct
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1SemEval-2023 Task 5: Clickbait Spoiling
M. Fröbe, B. Stein, T. Gollub, M. Hagen, and M. Potthast. Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), Stroudsburg, PA, USA, Association for Computational Linguistics, (2023)
7 months ago by @scadsfct
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1Continuous integration for reproducible shared tasks with TIRA.Io
M. Fröbe, M. Wiegmann, N. Kolyada, B. Grahm, T. Elstner, F. Loebe, M. Hagen, B. Stein, and M. Potthast. Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, (2023)
7 months ago by @scadsfct
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1The infinite index: Information retrieval on generative text-to-image models
N. Deckers, M. Fröbe, J. Kiesel, G. Pandolfo, C. Schröder, B. Stein, and M. Potthast. (2022)
7 months ago by @scadsfct
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1The Archive Query Log: Mining millions of search result pages of hundreds of search engines from 25 years of web archives
J. Reimer, S. Schmidt, M. Fröbe, L. Gienapp, H. Scells, B. Stein, M. Hagen, and M. Potthast. (2023)
7 months ago by @scadsfct
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1Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders
F. Schlatt, M. Fröbe, H. Scells, S. Zhuang, B. Koopman, G. Zuccon, B. Stein, M. Potthast, and M. Hagen. (2024)
7 months ago by @scadsfct
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1Overview of Touché 2024: Argumentation Systems
J. Kiesel, \. Cöltekin, M. Heinrich, M. Fröbe, M. Alshomary, B. De Longueville, T. Erjavec, N. Handke, M. Kopp, N. Ljubesić and 9 other author(s). Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part V, page 466–473. Berlin, Heidelberg, Springer-Verlag, (2024)
7 months ago by @scadsfct
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Argumentation,
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1Bootstrapped nDCG estimation in the presence of unjudged documents
M. Fröbe, L. Gienapp, M. Potthast, and M. Hagen. Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, (2023)
7 months ago by @scadsfct
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1Using language models on low-end hardware
F. Ziegner, J. Borst, A. Niekler, and M. Potthast. (2023)
7 months ago by @scadsfct
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1Perspectives on large language models for relevance judgment
G. Faggioli, L. Dietz, C. Clarke, G. Demartini, M. Hagen, C. Hauff, N. Kando, E. Kanoulas, M. Potthast, B. Stein and 1 other author(s). (2023)
7 months ago by @scadsfct
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2Zero-shot Generative Large Language Models for Systematic Review Screening Automation
S. Wang, H. Scells, S. Zhuang, M. Potthast, B. Koopman, and G. Zuccon. (2024)
7 months ago by @scadsfct
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1Smooth operators for effective systematic review queries
H. Scells, F. Schlatt, and M. Potthast. Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, New York, NY, USA, ACM, (July 2023)
7 months ago by @scadsfct
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1Webis Trigger Warning Corpus 2023
Wiegmann, Wolska, Schröder, Borchardt, Stein, Benno, and Potthast, Martin. (2023)
7 months ago by @scadsfct
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1Spacerini: Plug-and-play search engines with Pyserini and Hugging Face
C. Akiki, O. Ogundepo, A. Piktus, X. Zhang, A. Oladipo, J. Lin, and M. Potthast. (2023)
7 months ago by @scadsfct
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1Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024
B. Ionescu, H. Müller, A. Dragulinescu, A. Idrissi-Yaghir, A. Radzhabov, A. Herrera, A. Andrei, A. Stan, A. Stor\aas, A. Abacha and 28 other author(s). Advances in Information Retrieval, page 44--52. Cham, Springer Nature Switzerland, (2024)
7 months ago by @scadsfct
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1pybool\_ir: A Toolkit for Domain-Specific Search Experiments
H. Scells, and M. Potthast. Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, New York, NY, USA, ACM, (July 2023)
7 months ago by @scadsfct
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publications (hide)108
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1Exploring hyperparameter usage and tuning in machine learning research

1Overview of touché 2023: Argument and causal retrieval

2Systematic evaluation of neural retrieval models on the touché 2020 argument retrieval subset of BEIR

1Shared tasks as tutorials: A methodical approach

1The information retrieval experiment platform

1SemEval-2023 Task 5: Clickbait Spoiling

1Continuous integration for reproducible shared tasks with TIRA.Io

1The infinite index: Information retrieval on generative text-to-image models

1The Archive Query Log: Mining millions of search result pages of hundreds of search engines from 25 years of web archives

1Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders

1Overview of Touché 2024: Argumentation Systems

1Bootstrapped nDCG estimation in the presence of unjudged documents

1Using language models on low-end hardware

1Perspectives on large language models for relevance judgment

2Zero-shot Generative Large Language Models for Systematic Review Screening Automation

1Smooth operators for effective systematic review queries

1Webis Trigger Warning Corpus 2023

1Spacerini: Plug-and-play search engines with Pyserini and Hugging Face

1Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

1pybool\_ir: A Toolkit for Domain-Specific Search Experiments

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