Peter Polák
15 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Legion
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Topic Evolution
🤝
Dynamic Duo
(11)
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
(57)
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(8)
Applications
(8)
Artificial Intelligence
(7)
Speech & Audio
(7)
Recognition
(7)
Core AI
(6)
Deep Learning
(4)
Application Areas
(4)
Optimization & Theory
(4)
Learning Types · Machine Learning
(3)
Analysis
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Core Methods
(1)
Keywords
speech translation
(7)
simultaneous translation
(7)
spoken language translation
(4)
machine translation
(4)
automatic speech recognition
(3)
simultaneous speech translation
(3)
speech recognition
(3)
speech-to-speech translation
(3)
shared task evaluation
(2)
shared task
(2)
model compression
(2)
acoustic model
(1)
neural machine translation
(1)
low-resource language
(1)
connectionist temporal classification
(1)
energy efficiency
(1)
multilingual translation
(1)
knowledge distillation
(1)
efficient computing
(1)
transformer fine-tuning
(1)
Papers
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
Simultaneous Translation with Offline Speech and LLM Models in CUNI Submission to IWSLT 2025
ACL 2025
The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers
EMNLP 2025
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation
COLING 2024
FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN
ACL 2024
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ACL 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
ACL 2023
Incremental Blockwise Beam Search for Simultaneous Speech Translation with Controllable Quality-Latency Tradeoff
Interspeech 2023
Long-form Simultaneous Speech Translation: Thesis Proposal
IJCNLP 2023
Robustness of Multi-Source MT to Transcription Errors
ACL 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
ELITR Multilingual Live Subtitling: Demo and Strategy
EACL 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission
EMNLP 2021
CUNI Neural ASR with Phoneme-Level Intermediate Step for~Non-Native~SLT at IWSLT 2020
ACL 2020