The Viability of Crowdsourcing for RAG Evaluation

Authors: Gienapp, Lukas, Hagen, Tim, Fröbe, Maik, Hagen, Matthias, Stein, Benno, Potthast, Martin, Scells, Harrisen

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2504.15689

AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs

Authors: Mao, Xinyu, Leelanupab, Teerapong, Potthast, Martin, Scells, Harrisen, Zuccon, Guido

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2504.04193

Counterfactual Query Rewriting to Use Historical Relevance Feedback

Authors: Keller, Jüri, Fröbe, Maik, Hendriksen, Gijs, Alexander, Daria, Potthast, Martin, Hagen, Matthias, Schaer, Philipp

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2502.03891

Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions

Authors: Heineking, Sebastian, Probst, Jonas, Steinbach, Daniel, Potthast, Martin, Scells, Harrisen

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2408.09831

Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins

Authors: Gienapp, Lukas, Deckers, Niklas, Potthast, Martin, Scells, Harrisen

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2407.21515

Systematic Evaluation of Neural Retrieval Models on the Touch\'e 2020 Argument Retrieval Subset of BEIR

Authors: Thakur, Nandan, Bonifacio, Luiz, Fröbe, Maik, Bondarenko, Alexander, Kamalloo, Ehsan, Potthast, Martin, Hagen, Matthias, Lin, Jimmy

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2407.07790

Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking

Authors: Schlatt, Ferdinand, Fröbe, Maik, Scells, Harrisen, Zhuang, Shengyao, Koopman, Bevan, Zuccon, Guido, Stein, Benno, Potthast, Martin, Hagen, Matthias

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2405.07920

Mining the History Sections of Wikipedia Articles on Science and Technology

Authors: Kircheis, Wolfgang, Schmidt, Marion, Simons, Arno, Stein, Benno, Potthast, Martin

Source: 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL) JCDL Digital Libraries (JCDL), 2023 ACM/IEEE Joint Conference on. :200-204 Jun, 2023

Relation: 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)

SMAuC - The Scientific Multi-Authorship Corpus

Authors: Bevendorff, Janek, Sauer, Philipp, Gienapp, Lukas, Kircheis, Wolfgang, Korner, Erik, Stein, Benno, Potthast, Martin

Source: 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL) JCDL Digital Libraries (JCDL), 2023 ACM/IEEE Joint Conference on. :25-29 Jun, 2023

Relation: 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)

Exploring Hyperparameter Usage and Tuning in Machine Learning Research

Authors: Simon, Sebastian, Kolyada, Nikolay, Akiki, Christopher, Potthast, Martin, Stein, Benno, Siegmund, Norbert

Source: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN) CAIN AI Engineering – Software Engineering for AI (CAIN), 2023 IEEE/ACM 2nd International Conference on. :68-79 May, 2023

Relation: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN)

If there's a Trigger Warning, then where's the Trigger? Investigating Trigger Warnings at the Passage Level

Authors: Wiegmann, Matti, Rakete, Jennifer, Wolska, Magdalena, Stein, Benno, Potthast, Martin

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2404.09615

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

Authors: Schlatt, Ferdinand, Fröbe, Maik, Scells, Harrisen, Zhuang, Shengyao, Koopman, Bevan, Zuccon, Guido, Stein, Benno, Potthast, Martin, Hagen, Matthias

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2404.06912

Task-Oriented Paraphrase Analytics

Authors: Gohsen, Marcel, Hagen, Matthias, Potthast, Martin, Stein, Benno

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2403.17564

Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance Models

Authors: Parry, Andrew, Fröbe, Maik, MacAvaney, Sean, Potthast, Martin, Hagen, Matthias

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2403.07654

TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization

Authors: Syed, Shahbaz, Al-Khatib, Khalid, Potthast, Martin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.06913

Detecting Generated Native Ads in Conversational Search

Authors: Schmidt, Sebastian, Zelch, Ines, Bevendorff, Janek, Stein, Benno, Hagen, Matthias, Potthast, Martin

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.04889

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

Authors: Wang, Shuai, Scells, Harrisen, Zhuang, Shengyao, Potthast, Martin, Koopman, Bevan, Zuccon, Guido

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2401.06320

Evaluating Generative Ad Hoc Information Retrieval

Authors: Gienapp, Lukas, Scells, Harrisen, Deckers, Niklas, Bevendorff, Janek, Wang, Shuai, Kiesel, Johannes, Syed, Shahbaz, Fröbe, Maik, Zuccon, Guido, Stein, Benno, Hagen, Matthias, Potthast, Martin

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.04694

Citance-Contextualized Summarization of Scientific Papers

Authors: Syed, Shahbaz, Hakimi, Ahmad Dawar, Al-Khatib, Khalid, Potthast, Martin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.02408

Indicative Summarization of Long Discussions

Authors: Syed, Shahbaz, Schwabe, Dominik, Al-Khatib, Khalid, Potthast, Martin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.01882