Christian Herold

60 papers A* 2A 1Journal 28Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Adapting Vision-Language Models for E-commerce Understanding at Scale. EACL (Industry Track) Matteo Nulli, Orshulevich Vladimir, Tala Bazazo, Christian Herold, Michael Kozielski, Marcin Mazur, Szymon Tuzel, Cees G. M. Snoek, Seyyed Hadi Hashemi, Omar Javed, Yannick Versley, Shahram Khadivi
2026	J	`jnl`	Adapting Vision-Language Models for E-commerce Understanding at Scale. CoRR Matteo Nulli, Vladimir Orshulevich, Tala Bazazo, Christian Herold, Michael Kozielski, Marcin Mazur, Szymon Tuzel, Cees G. M. Snoek, Seyyed Hadi Hashemi, Omar Javed, Yannick Versley, Shahram Khadivi
2026	—	`conf`	CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment. EACL (Volume 1: Long Papers) Jiangnan Li, Thuy-Trang Vu, Christian Herold, Amirhossein Tebbifakhr, Shahram Khadivi, Gholamreza Haffari
2025	J	`jnl`	CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment. CoRR Jiangnan Li, Thuy-Trang Vu, Christian Herold, Amirhossein Tebbifakhr, Shahram Khadivi, Gholamreza Haffari
2025	—	`conf`	ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning. ACL (Findings) Baohao Liao, Christian Herold, Seyyed Hadi Hashemi, Stefan Vasilev, Shahram Khadivi, Christof Monz
2025	J	`jnl`	ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning. CoRR Baohao Liao, Christian Herold, Seyyed Hadi Hashemi, Stefan Vasilev, Shahram Khadivi, Christof Monz
2025	—	`conf`	Domain Adaptation of Foundation LLMs for e-Commerce. ACL (6) Christian Herold, Michael Kozielski, Tala Bazazo, Pavel Petrushkov, Yannick Versley, Seyyed Hadi Hashemi, Patrycja Cieplicka, Dominika Basaj, Shahram Khadivi
2025	J	`jnl`	Domain Adaptation of Foundation LLMs for e-Commerce. CoRR Christian Herold, Michael Kozielski, Tala Bazazo, Pavel Petrushkov, Seyyed Hadi Hashemi, Patrycja Cieplicka, Dominika Basaj, Shahram Khadivi
2025	J	`jnl`	Lost at the Beginning of Reasoning. CoRR Baohao Liao, Xinyi Chen, Sara Rajaee, Yuhui Xu, Christian Herold, Anders Søgaard, Maarten de Rijke, Christof Monz
2025	—	`conf`	Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation. ACL (Findings) Stefan Vasilev, Christian Herold, Baohao Liao, Seyyed Hadi Hashemi, Shahram Khadivi, Christof Monz
2025	J	`jnl`	Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation. CoRR Stefan Vasilev, Christian Herold, Baohao Liao, Seyyed Hadi Hashemi, Shahram Khadivi, Christof Monz
2025	J	`jnl`	Vocabulary Customization for Efficient Domain-Specific LLM Deployment. CoRR Christian Herold, Michael Kozielski, Nicholas Santavas, Yannick Versley, Shahram Khadivi
2024	A*	`conf`	ApiQ: Finetuning of 2-Bit Quantized Large Language Model. EMNLP Baohao Liao, Christian Herold, Shahram Khadivi, Christof Monz
2024	—	`—`	Context-aware neural machine translation. Christian Herold
2024	—	`conf`	IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation. WMT Baohao Liao, Christian Herold, Shahram Khadivi, Christof Monz
2024	J	`jnl`	IKUN for WMT24 General MT Task: LLMs Are here for Multilingual Machine Translation. CoRR Baohao Liao, Christian Herold, Shahram Khadivi, Christof Monz
2024	J	`jnl`	LiLiuM: eBay's Large Language Models for e-commerce. CoRR Christian Herold, Michael Kozielski, Leonid Ekimov, Pavel Petrushkov, Pierre-Yves Vandenbussche, Shahram Khadivi
2023	—	`conf`	Document-Level Language Models for Machine Translation. WMT Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
2023	J	`jnl`	Document-Level Language Models for Machine Translation. CoRR Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
2023	—	`conf`	Improving Language Model Integration for Neural Machine Translation. ACL (Findings) Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney
2023	J	`jnl`	Improving Language Model Integration for Neural Machine Translation. CoRR Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney
2023	J	`jnl`	Improving Long Context Document-Level Machine Translation. CoRR Christian Herold, Hermann Ney
2023	—	`conf`	On Search Strategies for Document-Level Neural Machine Translation. ACL (Findings) Christian Herold, Hermann Ney
2023	J	`jnl`	On Search Strategies for Document-Level Neural Machine Translation. CoRR Christian Herold, Hermann Ney
2022	—	`conf`	Detecting Various Types of Noise for Neural Machine Translation. ACL (Findings) Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney
2022	A*	`conf`	Does Joint Training Really Help Cascaded Speech Translation? EMNLP Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney
2022	J	`jnl`	Does Joint Training Really Help Cascaded Speech Translation? CoRR Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney
2022	—	`conf`	Is Encoder-Decoder Redundant for Neural Machine Translation? AACL/IJCNLP (1) Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
2022	J	`jnl`	Is Encoder-Decoder Redundant for Neural Machine Translation? CoRR Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
2022	—	`conf`	Locality-Sensitive Hashing for Long Context Neural Machine Translation. IWSLT@ACL Frithjof Petrick, Jan Rosendahl, Christian Herold, Hermann Ney
2022	—	`conf`	Revisiting Checkpoint Averaging for Neural Machine Translation. AACL/IJCNLP (Findings) Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
2022	J	`jnl`	Revisiting Checkpoint Averaging for Neural Machine Translation. CoRR Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
2021	J	`jnl`	Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics. CoRR Matthias Perkonigg, Johannes Hofmanninger, Christian Herold, Helmut Prosch, Georg Langs
2021	—	`conf`	Data Filtering using Cross-Lingual Word Embeddings. NAACL-HLT Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney
2020	—	`conf`	Diving Deep into Context-Aware Neural Machine Translation. WMT@EMNLP Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney
2020	J	`jnl`	Diving Deep into Context-Aware Neural Machine Translation. CoRR Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney
2020	—	`conf`	Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning Settings. MICCAI (2) Johannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg S. Pianykh, Christian Herold, Georg Langs
2020	J	`jnl`	Dynamic memory to alleviate catastrophic forgetting in continuous learning settings. CoRR Johannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg S. Pianykh, Christian Herold, Georg Langs
2020	—	`conf`	Flexible Customization of a Single Neural Machine Translation System with Multi-dimensional Metadata Inputs. AMTA (2) Evgeny Matusov, Patrick Wilken, Christian Herold
2020	—	`conf`	Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University. IWSLT Parnia Bahar, Patrick Wilken, Tamer Alkhouli, Andreas Guta, Pavel Golik, Evgeny Matusov, Christian Herold
2020	—	`conf`	Towards a Better Understanding of Label Smoothing in Neural Machine Translation. AACL/IJCNLP Yingbo Gao, Weiyue Wang, Christian Herold, Zijian Yang, Hermann Ney
2019	—	`conf`	A Top-Down Performance Analysis Methodology for Workflows: Tracking Performance Issues from Overview to Individual Operations. WORKS@SC Ronny Tschüter, Christian Herold, William R. Williams, Maximilian Knespel, Matthias Weber
2019	A	`conf`	An early evaluation of Intel's optane DC persistent memory module and its impact on high-performance scientific applications. SC Michèle Weiland, Holger Brunst, Tiago Quintino, Nick Johnson, Olivier Iffrig, Simon D. Smart, Christian Herold, Antonino Bonanni, Adrian Jackson, Mark Parsons
2019	—	`conf`	Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification. IWSLT Yingbo Gao, Christian Herold, Weiyue Wang, Hermann Ney
2019	J	`jnl`	Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification. CoRR Yingbo Gao, Christian Herold, Weiyue Wang, Hermann Ney
2019	—	`conf`	The RWTH Aachen University Machine Translation Systems for WMT 2019. WMT (2) Jan Rosendahl, Christian Herold, Yunsu Kim, Miguel Graça, Weiyue Wang, Parnia Bahar, Yingbo Gao, Hermann Ney
2018	—	`conf`	A Methodology for Performance Analysis of Applications Using Multi-layer I/O. Euro-Par Ronny Tschüter, Christian Herold, Bert Wesarg, Matthias Weber
2018	—	`conf`	Improving Neural Language Models with Weight Norm Initialization and Regularization. WMT Christian Herold, Yingbo Gao, Hermann Ney
2018	—	`conf`	Visualization of Multi-layer I/O Performance in Vampir. IPDPS Workshops Hartmut Mix, Christian Herold, Matthias Weber
2017	—	`conf`	An LLVM Instrumentation Plug-in for Score-P. LLVM-HPC@SC Ronny Tschüter, Johannes Ziegenbalg, Bert Wesarg, Matthias Weber, Christian Herold, Sebastian Döbel, Ronny Brendel
2017	J	`jnl`	An LLVM Instrumentation Plug-in for Score-P. CoRR Ronny Tschüter, Johannes Ziegenbalg, Bert Wesarg, Matthias Weber, Christian Herold, Sebastian Döbel, Ronny Brendel
2017	—	`conf`	Optimizing One-Sided Communication of Parallel Applications Using Critical Path Methods. IPDPS Workshops Christian Herold, Olaf Krzikalla, Andreas Knüpfer
2016	—	`conf`	Acoustic emission for state-of-health determination in power modules. SSD Sebastian Müller, Chris Drechsler, Ulrich Heinkel, Christian Herold
2016	J	`jnl`	Internal processes in power semiconductors at virtual junction temperature measurement. Microelectron. Reliab. Weinan Chen, Jörg Franke, Christian Herold, Riteshkumar Bhojani, Josef Lutz
2016	J	`jnl`	Requirements in power cycling for precise lifetime estimation. Microelectron. Reliab. Christian Herold, Jörg Franke, Riteshkumar Bhojani, Andre Schleicher, Josef Lutz
2016	J	`jnl`	Topologies for inverter like operation of power cycling tests. Microelectron. Reliab. Christian Herold, Peter Seidel, Josef Lutz, Reinhold Bayerer
2011	J	`jnl`	Thermal impedance spectroscopy of power modules. Microelectron. Reliab. A. Hensler, D. Wingert, Christian Herold, Josef Lutz, Markus Thoben
2010	J	`jnl`	Insight in Human Skin Microcirculation Using In Vivo Reflectance-Mode Confocal Laser Scanning Microscopy. J. Digit. Imaging Mehmet Ali Altintas, Ahmet Ali Altintas, Merlin Guggenheim, A. E. Steiert, Matthias C. Aust, A. D. Niederbichler, Christian Herold, Peter M. Vogt
2010	J	`jnl`	MRI-Based Breast Volumetry - Evaluation of Three Different Software Solutions. J. Digit. Imaging Christian Herold, A. Reichelt, L. H. Stieglitz, S. Dettmer, Karsten Knobloch, J. Lotz, Peter M. Vogt
2008	J	`jnl`	In utero tractography of fetal white matter development. NeuroImage Gregor Kasprian, Peter C. Brugger, Michael Weber, Martin Krssák, Elisabeth Krampl, Christian Herold, Daniela Prayer