A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking

F Schlatt, M Fröbe, H Scells, S Zhuang… - arxiv preprint arxiv …, 2024 - arxiv.org
Cross-encoders distilled from large language models (LLMs) are often more effective re-
rankers than cross-encoders fine-tuned on manually labeled data. However, the distilled …

QuantumCLEF-quantum computing at CLEF

A Pasin, MF Dacrema, P Cremonesi, N Ferro - European Conference on …, 2024 - Springer
Over the last few years, Quantum Computing (QC) has captured the attention of numerous
researchers pertaining to different fields since, due to technological advancements, QC …

Resources for Combining Teaching and Research in Information Retrieval Coursework

M Fröbe, H Scells, T Elstner, C Akiki… - Proceedings of the 47th …, 2024 - dl.acm.org
The first International Workshop on Open Web Search (WOWS) was held on Thursday,
March 28th, at ECIR 2024 in Glasgow, UK. The full-day workshop had two calls for …

The Open Web Index: Crawling and Indexing the Web for Public Use

G Hendriksen, M Dinzinger, SM Farzana… - … on Information Retrieval, 2024 - Springer
Only few search engines index the Web at scale. Third parties who want to develop
downstream applications based on web search fully depend on the terms and conditions of …

Investigating the effects of sparse attention on cross-encoders

F Schlatt, M Fröbe, M Hagen - European Conference on Information …, 2024 - Springer
Cross-encoders are effective passage and document re-rankers but less efficient than other
neural or classic retrieval models. A few previous studies have applied windowed self …

The first international workshop on open web search (WOWS)

SM Farzana, M Fröbe, M Granitzer… - … on Information Retrieval, 2024 - Springer
We organize the first international Workshop on Open Web Search (WOWS) at ECIR 2024
with two calls for contributions. The first call targets scientific contributions on cooperative …

Browsing and Searching Metadata of TREC

T Breuer, EM Voorhees, I Soboroff - … of the 47th International ACM SIGIR …, 2024 - dl.acm.org
Information Retrieval (IR) research is deeply rooted in experimentation and evaluation, and
the Text REtrieval Conference (TREC) has been playing a central role in making that …

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

F Schlatt, M Fröbe, H Scells, S Zhuang… - arxiv preprint arxiv …, 2024 - arxiv.org
Existing cross-encoder re-rankers can be categorized as pointwise, pairwise, or listwise
models. Pair-and listwise models allow passage interactions, which usually makes them …

Evaluating temporal persistence using replicability measures

J Keller, T Breuer, P Schaer - arxiv preprint arxiv:2308.10549, 2023 - arxiv.org
In real-world Information Retrieval (IR) experiments, the Evaluation Environment (EE) is
exposed to constant change. Documents are added, removed, or updated, and the …

ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval

M Fröbe, J Mackenzie, B Mitra, FM Nardini… - Proceedings of the 47th …, 2024 - dl.acm.org
The Information Retrieval (IR) community has a rich history of empirically measuring novel
retrieval methods in terms of effectiveness and efficiency. However, as the search ecosystem …