Showing cs.IRShow all
3 papers · 1 filter
cs.IR2026
The LLM Effect on IR Benchmarks: A Meta-Analysis of Effectiveness, Baselines, and Contamination
Moritz Staudinger, Wojciech Kusa, Allan Hanbury
Benchmark collections have long enabled controlled comparison and cumulative progress in Information Retrieval (IR). However, prior meta-analyses have shown that reported effective…
cs.IR2024
A Reproducibility and Generalizability Study of Large Language Models for Query Generation
Moritz Staudinger, Wojciech Kusa, Florina Piroi +2
Systematic literature reviews (SLRs) are a cornerstone of academic research, yet they are often labour-intensive and time-consuming due to the detailed literature curation process.…
cs.IR2024
Reproducible Hybrid Time-Travel Retrieval in Evolving Corpora
Moritz Staudinger, Florina Piroi, Andreas Rauber
There are settings in which reproducibility of ranked lists is desirable, such as when extracting a subset of an evolving document corpus for downstream research tasks or in domain…