Matthias Hertel

15 papers A* 1A 1B 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable time-series forecasting with sampling-free SHAP for Transformers.
CoRR
Matthias Hertel, Sebastian Pütz, Ralf Mikut, Veit Hagenmeyer, Benjamin Schäfer
2025 — conf
Reducing Imbalance Energy by Spatial Balance Area Forecasting.
e-Energy
Jonathan Kolar, Matthias Hertel, Stefan Meisenbacher, Ralf Mikut, Veit Hagenmeyer
2024 — conf
Feasibility of Forecasting Highly Resolved Power Grid Frequency Utilizing Temporal Fusion Transformers.
e-Energy
Sebastian Pütz, Hadeer El Ashhab, Matthias Hertel, Ralf Mikut, Markus Götz, Veit Hagenmeyer, Benjamin Schäfer
2024 J jnl
Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators.
CoRR
Manuel Treutlein, Marc Schmidt, Roman Hahn, Matthias Hertel, Benedikt Heidrich, Ralf Mikut, Veit Hagenmeyer
2023 A* conf
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems.
EMNLP
Hannah Bast, Matthias Hertel, Natalie Prange
2023 J jnl
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems.
CoRR
Hannah Bast, Matthias Hertel, Natalie Prange
2023 — conf
Fast Whitespace Correction with Encoder-Only Transformers.
ACL (demo)
Hannah Bast, Matthias Hertel, Sebastian Walter
2023 J jnl
Transformer Training Strategies for Forecasting Multiple Load Time Series.
CoRR
Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer
2023 J jnl
Transformer training strategies for forecasting multiple load time series.
Energy Inform.
Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer
2022 — conf
ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool.
EMNLP (Demos)
Hannah Bast, Matthias Hertel, Natalie Prange
2022 J jnl
ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool.
CoRR
Hannah Bast, Matthias Hertel, Natalie Prange
2021 B conf
Tokenization Repair in the Presence of Spelling Errors.
CoNLL
Hannah Bast, Matthias Hertel, Mostafa M. Mohamed
2020 J jnl
Tokenization Repair in the Presence of Spelling Errors.
CoRR
Hannah Bast, Matthias Hertel, Mostafa M. Mohamed
2018 J jnl
Analytic model of process forces for orthogonal turn-milling.
Prod. Eng.
Matthias Hertel, Martin Dix, Matthias Putz
2016 A conf
Scalable Transfer Patterns.
ALENEX
Hannah Bast, Matthias Hertel, Sabine Storandt