All publications sorted by journal and type
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ACL (2022)
| IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion, and , in: ACL, 2022 |
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| IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text, and , in: ACL, 2022 |
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ACL Proceedings (2022)
| IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments, and , in: ACL Proceedings, 2022 |
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The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022) (2022)
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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ACL (2022)
| IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism, , and , in: ACL, 2022 |
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Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS) (2022)
| Imitation of Manipulation Skills Using Multiple Geometries, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
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Proceedings of the 2022 International Joint Conference on Biometrics (IJCB) (2022)
| Indexing Protected Deep Face Templates by Frequent Binary Patterns, , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
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International Conference on Computational Linguistics (COLING 2022) (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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| Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS) (2022)
| Learning to Guide Online Multi-Contact Receding Horizon Planning, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) (2022)
| Leveraging Events Sub-Categories for Violent-Events Detection in Social Media, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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SPIE sensors + imaging, Target and Background Signatures VIII (2022)
| Local estimation of parametric point spread functions in thermal images via convolutional neural networks, , , and , in: SPIE sensors + imaging, Target and Background Signatures VIII, Berlin, Germany, pages 1227009 1--8, SPIE, 2022 |
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Proc. Interspeech 2022 (2022)
| Low-Level Physiological Implications of End-to-End Learning for Speech Recognition, and , in: Proc. Interspeech 2022, pages 749--753, 2022 |
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Proceedings of ICASSP (2022)
| Modeling Of Pre-trained Neural Network Embeddings Learned From Raw Waveform For Covid-19 Infection Detection, , , and , in: Proceedings of ICASSP, 2022 |
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Proceedings of the 11th Joint Conference on Lexical and Computational Semantics (2022)
| Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, , , , and , in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022 |
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International Conference on Language Resources and Evaluation (LREC 2022) (2022)
| Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers, , , and , in: International Conference on Language Resources and Evaluation (LREC 2022), 2022 |
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Proceedings of Interspeech (2022)
| On Breathing Pattern Information in Synthetic Speech, and , in: Proceedings of Interspeech, 2022 |
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21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022) (2022)
| On the detection of morphing attacks generated by GANs, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022 |
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Proceedings of Interspeech (2022)
| On-demand compute reduction with stochastic wav2vec 2.0, , , and , in: Proceedings of Interspeech, 2022 |
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33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022 (2022)
| Paumer: Patch Pausing Transformer for Semantic Segmentation, , and , in: 33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022, 2022 |
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ACL (2022)
| PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, , , , , , and , in: ACL, 2022 |
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Proceedings of the workshop on Deep Learning for Low-Resource NLP (2022)
| Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese, , , , and , in: Proceedings of the workshop on Deep Learning for Low-Resource NLP, 2022 |
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European Conference on Computer Vision (2022)
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
Union World Conference on Lung Health (2022)
| Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models, , and , in: Union World Conference on Lung Health, The Union, 2022 |
The International Symposium on Robotics Research (2022)
| Reactive Anticipatory Robot Skills with Memory, , and , in: The International Symposium on Robotics Research, 2022 |
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11th SESAR Innovation Days (2022)
| Readback Error Detection by Automatic Speech Recognition and Understanding -- Results of HAAWAII Project for Isavia’s Enroute Airspace, , , , , , , , , and , in: 11th SESAR Innovation Days, SESAR, pages 9, 2022 |
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arXiv (2022)
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (2022)
| Residual Feature Pyramid Network for Enhancement of Vascular Patterns, and , in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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Advances in Neural Information Processing Systems (2022)
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
ICML Workshop on Spurious Correlations, Invariance and Stability (2022)
| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING (2022)
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification, , and , in: 3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING, 2022 |
The 2022 Conference on Empirical Methods in Natural Language Processing (2022)
| SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
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The Speaker and Language Recognition Workshop (2022)
| Speaker recognition on mono-channel telephony recordings, , , , and , in: The Speaker and Language Recognition Workshop, 2022 |
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12th SESAR Innovation Days (2022)
| Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator, , , , , and , in: 12th SESAR Innovation Days, 2022 |
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Advances in Neural Information Processing Systems 35 (2022)
| Symmetry-induced Disentanglement on Graphs, , and , in: Advances in Neural Information Processing Systems 35, 2022 |
Findings of the ACL (2022)
| Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective, , , , and , in: Findings of the ACL, 2022 |
Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), NAACL 2022 (2022)
| Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity, , , , and , in: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), NAACL 2022, 2022 |
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Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing (2022)
| TextGraphs 2022 Shared Task on Natural Language Premise Selection, , , , and , in: Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing, 2022 |
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Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) (2022)
| The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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Findings of the ACL (2022)
| To be or not to be an Integer? Encoding Variables for Mathematical Text, , , , and , in: Findings of the ACL, 2022 |
ACM International Conference on Multimodal Interaction (2022)
| Towards Accessible Sign Language Learning and Assessment, , , and , in: ACM International Conference on Multimodal Interaction, Bangalore, INDIA, pages 626-631, 2022 |
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ACM International Conference on Multimodal Interaction (ICMI Companion) (2022)
| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , in: ACM International Conference on Multimodal Interaction (ICMI Companion), 2022 |
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ICREC 2022 Conference Proceedings (2022)
| Towards energy hubs: an innovative Geographic Information System based approach for cluster definition, , , and , in: ICREC 2022 Conference Proceedings, 2022 |
Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023) (2022)
| UM-DFKI Maltese Speech Translation, , , , , , , , , and , in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2022 |
CEUR Workshop Proceedings (2022)
| UNSL at eRisk 2022: Decision policies with history for early classification, , , and , in: CEUR Workshop Proceedings, 2022 |
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Workshop on Generation, Evaluation and Metrics (GEM) (2022)
| Unsupervised Token-level Hallucination Detection from Summary Generation By-products, and , in: Workshop on Generation, Evaluation and Metrics (GEM), 2022 |
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Proceedings of Interspeech (2022)
| Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering, , and , in: Proceedings of Interspeech, 2022 |
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Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts (2022)
| Vision-Language Pretraining: Current Trends and the Future, , and , in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2022 |
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Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics (2022)
| Visually Grounded Interpretation of Noun-Noun Compounds in English, , , and , in: Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, Association for Computational Linguistics, 2022 |
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