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Christian Herold

23 papers · 2018–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (38) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (15) 🧬 Topic Evolution πŸ”¬ Deep Specialist (14) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner (2) ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (88)

Venues

ACL (10) EMNLP (7) AACL (3) EACL (2) NAACL (1)

Top co-authors

Hermann Ney (15) Shahram Khadivi (9) Yingbo Gao (8) Jan Rosendahl (5) Baohao Liao (4) Christof Monz (4) Seyyed Hadi Hashemi (4) Zijian Yang (3) Frithjof Petrick (3) Pavel Petrushkov (2)

Research topics

Natural Language Processing (16) Machine Learning (15) Applications (14) Deep Learning (12) Application Areas (7) Optimization & Theory Β· Machine Learning (7) Artificial Intelligence (6) Architectures (6) Core AI (6) Learning Types Β· Deep Learning (4) Optimization & Theory Β· Deep Learning (4) Generation (3) Models (3) Core Methods (2) Learning Types Β· Machine Learning (2)

Keywords

neural machine translation (11) document-level translation (5) large language model (5) language model (3) context-aware translation (3) data filtering (3) transformer architecture (3) continual pre-training (2) domain adaptation (2) machine translation (2) speech translation (2) language model fusion (2) long context (2) automatic speech recognition (2) parameter-efficient fine-tuning (2) translation consistency (2) parallel corpus (1) model combination (1) attribute extraction (1) model quantization (1)

Papers

Adapting Vision-Language Models for E-commerce Understanding at Scale EACL 2026 CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment EACL 2026 ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning ACL 2025 Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025 Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation ACL 2025 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation EMNLP 2024 Document-Level Language Models for Machine Translation EMNLP 2023 Improving Language Model Integration for Neural Machine Translation ACL 2023 Improving Long Context Document-Level Machine Translation ACL 2023 On Search Strategies for Document-Level Neural Machine Translation ACL 2023 Detecting Various Types of Noise for Neural Machine Translation ACL 2022 Does Joint Training Really Help Cascaded Speech Translation? EMNLP 2022 Is Encoder-Decoder Redundant for Neural Machine Translation? AACL 2022 Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022 Revisiting Checkpoint Averaging for Neural Machine Translation AACL 2022 Data Filtering using Cross-Lingual Word Embeddings NAACL 2021 Recurrent Attention for the Transformer EMNLP 2021 Diving Deep into Context-Aware Neural Machine Translation EMNLP 2020 Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University ACL 2020 Towards a Better Understanding of Label Smoothing in Neural Machine Translation AACL 2020 The RWTH Aachen University Machine Translation Systems for WMT 2019 ACL 2019 Improving Neural Language Models with Weight Norm Initialization and Regularization EMNLP 2018