← Authors

Sara Papi

28 papers · 2020–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (47) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (5) 🀝 Dynamic Duo (25) πŸ‘₯ Mega-Team (52) πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (5) πŸ—ƒοΈ Keyword Collector (114) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (28) ⚑ Prolific Year (5)

Conferences

ACL (14) EMNLP (5) INTERSPEECH (3) IJCNLP (2) NAACL (2) AACL (1) COLING (1)

Top co-authors

Matteo Negri (25) Marco Gaido (21) Luisa Bentivogli (13) Marco Turchi (12) Mauro Cettolo (7) Tsz Kin Lam (3) Roberto Gretter (3) Marco Matassoni (3) Roldano Cattoni (3) Beatrice Savoldi (3)

Keywords

speech translation (13) machine translation (5) automatic speech recognition (5) attention mechanism (4) multimodal learning (4) simultaneous speech translation (4) speech recognition (4) large language model (3) direct model (3) simultaneous translation (3) speech-to-text translation (3) knowledge distillation (2) speech foundation model (2) spoken language translation (2) zero-shot learning (2) conformer architecture (2) subtitle segmentation (2) efficient computing (2) latency reduction (2) audio processing (2)

Papers

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison NAACL 2025
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks ACL 2025
The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence ACL 2025
Findings of the IWSLT 2025 Evaluation Campaign ACL 2025
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages EMNLP 2024
How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024
SBAAM! Eliminating Transcript Dependency in Automatic Subtitling ACL 2024
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection ACL 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? ACL 2024
FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN ACL 2024
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation ACL 2024
Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track ACL 2024
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP ACL 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study EMNLP 2024
Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023 ACL 2023
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation INTERSPEECH 2023
Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection EMNLP 2023
Joint Speech Translation and Named Entity Recognition INTERSPEECH 2023
Attention as a Guide for Simultaneous Speech Translation ACL 2023
Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation NAACL 2022
Does Simultaneous Speech Translation need Simultaneous Models? EMNLP 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora IJCNLP 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022
Dealing with training and test segmentation mismatch: FBK@IWSLT2021 ACL 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021 IJCNLP 2021
Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021
Mixtures of Deep Neural Experts for Automated Speech Scoring INTERSPEECH 2020