Jan Scholtes

6 papers · 2024–2025 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🏆 Keyword Champion (3)

Venues

ACL (2) EMNLP (2) COLING (1) EACL (1)

Top co-authors

Gerasimos Spanakis (6) Yusuf Can Semerci (5) Paweł Mąka (3) Abderrahmane Issam (3) Yusuf Semerci (1)

Research topics

Natural Language Processing (6) Applications (6) Artificial Intelligence (5) Machine Learning (5) Core AI (5) Core Methods (4) Deep Learning (1) Application Areas (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

context-aware translation (3) machine translation (3) attention mechanism (3) representation learning (2) pronoun disambiguation (2) neural machine translation (1) cross-modal learning (1) neural network analysis (1) modality alignment (1) probing analysis (1) dynamic time warping (1) latent representation (1) text embedding (1) training data composition (1) representational similarity analysis (1) speech embedding (1) simultaneous machine translation (1) speech translation (1) speech representation (1) grammatical error detection (1)

Papers

Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models COLING 2025 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025 You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025 Fixed and Adaptive Simultaneous Machine Translation Strategies Using Adapters ACL 2024 Sequence Shortening for Context-Aware Machine Translation EACL 2024