Danni Liu
Scholar

Danni Liu

Google Scholar ID: cCO0x_AAAAAJ
PhD student, Karlsruhe Institute of Technology
natural language processingmachine translationmultilinguality
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Citations & Impact
All-time
Citations
278
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
7 items
Conditions for Catastrophic Forgetting in Multilingual Translation
2025
Cited
0
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
2025
Cited
0
KIT's Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization
2025
Cited
0
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment
2025
Cited
0
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs
2025
Cited
0
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations
arXiv.org · 2024
Cited
0
End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
Conference on Empirical Methods in Natural Language Processing · 2023
Cited
3
Resume (English only)
Research Experience
  • Served as a research intern at Meta AI and Nuance Communications.
Education
  • Currently a final-year Ph.D. candidate at Karlsruhe Institute of Technology (KIT), advised by Jan Niehues; previously completed M.Sc. in Artificial Intelligence at Maastricht University, also under the supervision of Jan Niehues.
Background
  • Research interests include cross-lingual and cross-modal generalization, speech processing, and LLM controllability and safety. Previously worked as a business intelligence consultant at Open Line.
Co-authors
0 total
Co-authors: 0 (list not available)