All publications sorted by author
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| Modeling Interactions from Email Communication, , , and , Idiap-RR-51-2005 |
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| Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, , and , in: the International Conference on Pattern Recognition (ICPR), 2004 |
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| Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, , and , Idiap-RR-70-2003 |
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| Consistent Autoformalization for Constructing Mathematical Libraries, , and , in: The 2024 Conference on Empirical Methods in Natural Language Processing, 2024 |
| Formalizing Complex Mathematical Statements with LLMs: A Study on Mathematical Definitions, , and , in: The 2025 Conference on Empirical Methods in Natural Language Processing (best resource paper award), 2025 |
| MASA: A Modular Framework for LLM-Driven Multi-Agent Systems for Autoformalization, , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing, 2025 |
| Learning problem decomposition for efficient sequential multi-object manipulation planning, , , and , in: IEEE Robotics and Automation Letters, 2025 |
| Logic Learning from Demonstrations for Multi-step Manipulation Tasks in Dynamic Environments, , , and , in: IEEE Robotics and Automation Letters, 2024 |
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| Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoders, , and , in: 29th Conference on Computational Natural Language Learning (nominated for a best paper award), 2025 |
| Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks, , and , in: The 62nd Annual Meeting of the Association for Computational Linguistics, 2024 |
| Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, , , , and , in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
| Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study, , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders, , , , and , in: In Findings of the Association for Computational Linguistics: NAACL 2024, 2024 |
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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| Compound or phrase or in between? Testing Linguistic Criteria for Compoundhood in English, and , in: Word Structure, 13(2):250-281, 2020 |
| Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology, , , , , , , , , , , , , and , in: Nature Communications, 2023 |
| Meta-analysis of the amyotrophic lateral sclerosis spectrum uncovers genome instability, , , , , , , , , , , and , in: BioRxiv, 2022 |
| Innovators@SMM4H'22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
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| Empirical validations of multilingual annotation schemes for discourse relations, , , and , in: 8th Joint ACL-ISO Workshop on Interoperable Semantic Annotation, 2012 |
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| Discourse connectives: theoretical models and empirical validations in humans and computers, and , in: Papers dedicated to Jacques Moeschler, University of Geneva, 2014 |
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| End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation, , , , , , and , in: The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, 2023 |
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| Lessons Learned in Transcribing 5000 h of Air Traffic Control Communications for Robust Automatic Speech Understanding, , , , , , , , , , and , in: Aerospace, 10(10):898, 2023 |
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| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , Idiap-RR-14-2021 |
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| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , in: Interspeech 2021, 2021 |
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| Automatic Speech Recognition Benchmark for Air-Traffic Communications, , , , and , in: Proc. Interspeech 2020, pages 2297-2301, 2020 |
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| A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers, , , , and , in: Aerospace, 10(5), 2023 |
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| How Does Pre-trained Wav2Vec 2.0 Perform on Domain-Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications, , , , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
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| CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice, , , and , in: Proc. Interspeech 2023, 2023 |
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| BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications, , , , , , and , Idiap-RR-15-2021 |
| BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications, , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
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| Automatic Call Sign Detection: Matching Air Surveillance Data with Air Traffic Spoken Communications, , , , , , , , , , , , , , , and , in: Proceedings of 8th OpenSky Symposium 2020, OpenSky Network, pages 1-10, MDPI, 2020 |
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| ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications, , , , , , , , , , , and , in: Journal of Data-centric Machine Learning Research, 2024 |
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