David Rau

2025

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Lost but Not Only in the Middle - Positional Bias in Retrieval Augmented Generation.
Jan Hutter|David Rau|Maarten Marx|Jaap Kamps
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I
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Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation.
David Rau|Shuai Wang|Hervé Déjean|Stéphane Clinchant|Jaap Kamps
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

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Revisiting Bag of Words Document Representations for Efficient Ranking with Transformers.
David Rau|Mostafa Dehghani|Jaap Kamps
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
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Query Generation Using Large Language Models - A Reproducibility Study of Unsupervised Passage Reranking.
David Rau|Jaap Kamps
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part IV

2023

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University of Amsterdam at the CLEF 2023 SimpleText Track.
Roos Hutter|Jop Sutmuller|Mary Adib|David Rau|Jaap Kamps
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
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LLM-based Retrieval and Generation Pipelines for TREC Interactive Knowledge Assistance Track (iKAT) 2023.
Zahra Abbasiantaeb|Chuan Meng|David Rau|Antonis Krasakis|Hossein A. Rahmani|Mohammad Aliannejadi
The Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), Gaithersburg, MD, USA, November 14-17, 2023

2022

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University of Amsterdam at the CLEF 2022 SimpleText Track.
Femke Mostert|Ashmita Sampatsing|Mink Spronk|David Rau|Jaap Kamps
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022.
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How Different are Pre-trained Transformers for Text Ranking?
David Rau|Jaap Kamps
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II
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The Role of Complex NLP in Transformers for Text Ranking.
David Rau|Jaap Kamps
ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022
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Efficient Document Representations for Neural Text Ranking.
David Rau|Jaap Kamps
Proceedings of the Thirty-First Text REtrieval Conference, TREC 2022, online, November 15-19, 2022

2021

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Recall Aspects of Transformers for Text Ranking.
David Rau|Jaap Kamps
Proceedings of the Thirtieth Text REtrieval Conference, TREC 2021, online, November 15-19, 2021

2020

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Impact of Tokenization, Pretraining Task, and Transformer Depth on Text Ranking.
Jaap Kamps|Nikolaos Kondylidis|David Rau
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020.