Danni Liu
29 papers · 2020–2025 · 6 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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🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
👥
Mega-Team · Legion
🧬
Topic Evolution
🤝
Dynamic Duo
(26)
🔬
Deep Specialist
(14)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(138)
Top co-authors
Research topics
Machine Learning
(18)
Natural Language Processing
(18)
Applications
(15)
Artificial Intelligence
(14)
Deep Learning
(13)
Speech & Audio
(10)
Core AI
(10)
Application Areas
(9)
Learning Types · Machine Learning
(9)
Recognition
(9)
Learning Paradigms
(8)
Resources & Methods
(7)
Learning Types · Deep Learning
(6)
Architectures
(5)
Core Methods
(5)
Keywords
speech translation
(11)
machine translation
(11)
low-resource language
(5)
zero-shot learning
(4)
multilingual translation
(4)
large language model
(4)
automatic speech recognition
(4)
end-to-end model
(3)
representation learning
(3)
transformer architecture
(2)
multilingual model
(2)
zero-shot translation
(2)
multilingual nlp
(2)
data augmentation
(2)
knowledge distillation
(2)
synthetic data
(2)
latency reduction
(2)
cross-lingual transfer
(2)
catastrophic forgetting
(2)
speech recognition
(2)
Papers
Conditions for Catastrophic Forgetting in Multilingual Translation
EMNLP 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations
NAACL 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization
ACL 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs
ACL 2025
PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations
ACL 2025
Benchmarking Diffusion Models for Machine Translation
EACL 2024
Blending LLMs into Cascaded Speech Translation: KIT’s Offline Speech Translation System for IWSLT 2024
ACL 2024
Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers
EMNLP 2024
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models?
EACL 2024
Language-Independent Representations Improve Zero-Shot Summarization
NAACL 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach
EMNLP 2024
Recent Highlights in Multilingual and Multimodal Speech Translation
ACL 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
EMNLP 2024
The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track
ACL 2024
End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
EMNLP 2023
KIT’s Multilingual Speech Translation System for IWSLT 2023
ACL 2023
Music-to-Facial Expressions: Emotion-Based Music Visualization for the Hearing Impaired
AAAI 2023
Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023
ACL 2023
CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022
ACL 2022
Effective combination of pretrained models - KIT@IWSLT2022
ACL 2022
From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation
Interspeech 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation
EMNLP 2022
Improving Zero-Shot Translation by Disentangling Positional Information
ACL 2021
Maastricht University’s Large-Scale Multilingual Machine Translation System for WMT 2021
EMNLP 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021
ACL 2021
Unsupervised Machine Translation On Dravidian Languages
EACL 2021
Adapting End-to-End Speech Recognition for Readable Subtitles
ACL 2020
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection
Interspeech 2020