741 citations · 8k across the 129 of their papers we have counts for
131 papers
SLS-Bench: A Benchmark for Incident Log Summarization with Synthetic Observability Data
Valerii Iakovlev, Markus Spanring, Martin Flechl
As IT systems grow in complexity, automated agent-driven incident response becomes increasingly critical. A key capability for these agents is summarizing large log streams into hu…
Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks
Regina Gugg, Selina Niederländer, Andreas Stöckl +1
The rapid adoption of LLMs in both research and industry highlights the challenges of deploying them safely and reveals a gap in the systematic evaluation of toxicity benchmarks. A…
Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models
Tobias Grantner, Emanuel Sallinger, Martin Flechl
Transformer-based embedding models suffer from quadratic computational and linear memory complexity, limiting their utility for long sequences. We propose recurrent architectures a…
End-to-end speech recognition modeling from de-identified data
Martin Flechl, Shou-Chun Yin, Junho Park +1
De-identification of data used for automatic speech recognition modeling is a critical component in protecting privacy, especially in the medical domain. However, simply removing a…
First measurement of large area jet transverse momentum spectra in heavy-ion collisions
CMS Collaboration
Jet production in lead-lead (PbPb) and proton-proton (pp) collisions at a nucleon-nucleon center-of-mass energy of 5.02 TeV is studied with the CMS detector at the LHC, using PbPb…
Studies of charm and beauty hadron long-range correlations in pp and pPb collisions at LHC energies
CMS Collaboration
Measurements of the second Fourier harmonic coefficient () of the azimuthal distributions of prompt and nonprompt D mesons produced in pp and pPb collisions are presented.…