All publications
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2022
| Identification of existing tools and workflows for solar neighborhood planning, , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022 |
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| 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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| Natural Language Processing in Healthcare, , , , and , Taylor & Francis Groups, 2022 |
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| Response Burden and Dropout in a Probability-Based Online Panel Study – A Comparison between an App and Browser-Based Design, , , , and , in: Journal of Official Statistics, 2022 |
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| Differentiation of motor speech disorders through the seven deviance scores from MonPaGe-2.0.s, , and , in: Brain Sciences, 12(11):1471-1487, 2022 |
| 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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| Meta-analysis of the amyotrophic lateral sclerosis spectrum uncovers genome instability, , , , , , , , , , , and , in: BioRxiv, 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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| The RNA Binding proteome of axonal mRNAs in sympathetic neurons, , and , in: BioRxiv, 2022 |
| Physiological intron retaining transcripts in the cytoplasm abound during human motor neurogenesis, , , , , , , , and , in: Genome Research, 2022 |
| Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques, and , in: arXiv, 2022 |
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| Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques, and , in: arXiv, 2022 |
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| Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques, and , in: IEEE Transactions on Information Forensics and Security, 2022 |
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| Efficient Training of Low-Curvature Neural Networks, , , and , in: NeurIPS 2022, 2022 |
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| Passive Bimanual Skills Learning from Demonstration with Motion Graph Attention Networks, , , , and , in: IEEE Robotics and Automation Letters (RA-L), 7(2):4917-4923, 2022 |
| Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects, , , , , , and , in: IEEE Robotics and Automation Letters (RA-L), 7(2):5159-5166, 2022 |
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| 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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| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering, , , , and , in: arXiv, 2022 |
| ID and OOD performance are sometimes inversely correlated on real-world datasets, , , and , in: arXiv, 2022 |
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
| Bayesian Recurrent Units and the Forward Backward Algorithm, and , in: Proc. Interspeech 2022, pages 4137-4141, 2022 |
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| 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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| Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, , and , in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022 |
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| Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers, , and , in: EAI Pervasive Health, 2022 |
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| Health Talk: Understanding Practices of Popular Professional YouTubers, , , , and , in: Int. Conf. on Mobile and Ubiquitous Multimedia, 2022 |
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| Unsupervised Token-level Hallucination Detection from Summary Generation By-products, and , in: Workshop on Generation, Evaluation and Metrics (GEM), 2022 |
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| A Corpus and Evaluation for Predicting Semi-Structured Human Annotations, , , , and , in: Workshop on Generation, Evaluation and Metrics (GEM), 2022 |
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| Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration, , , , and , in: Opt. Continuum, 1(12):2577--2589, 2022 |
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| 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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| Decomposing Natural Logic Inferences for Neural NLI, , , , and , in: BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP, 2022 |
| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-Hop Inference, , , , and , in: Transactions of the Association for Computational Linguistics, 2022 |
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| Case-Based Abductive Natural Language Inference, , and , in: Proceedings of the 29th International Conference on Computational Linguistics, 2022 |
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| Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries, , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 6(4), 2022 |
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| What Do Compressed Multilingual Machine Translation Models Forget?, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
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| 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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| Efficient Transformer-Based Speech Recognition, , École polytechnique fédérale de Lausanne, 2022 |
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| 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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| Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles, , and , in: IEEE Transactions on Information Forensics and Security, 2022 |
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| 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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| 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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| 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 |
| Automatic Summarization for Creative Writing: Denoising Auto-Encoder based Pipeline Method for Generating Summary of Movie Scripts, , , , and , in: Automatic Summarization for Creative Writing, International Conference on Computational Linguistics (COLING 2022), 2022 |
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| Automatic Minuting: A Pipeline Method for Generating Minutes, , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In proceedings of ACL Anthology, 2022 |
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| An End-to-End Multilingual System for Automatic Minuting of Multi-Party Dialogues, , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36) , In proceedings of ACL Anthology, 2022 |
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| An Empirical Comparison of Semantic Similarity Methods for Analyzing down-streaming Automatic Minuting task, , , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In ACL Anthology Proceedings, 2022 |
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| Bio-Medical Multi-label Scientific Literature Classification using LWAN and Dual-attention module, , , , and , in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022 |
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| HMIST: Hierarchical Multilingual Isometric Speech Translation using Multi-Task Learning Framework for Automatic Dubbing, , , and , in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022 |
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| Two Simple and Domain-independent Approaches for Early Detection of Anorexia, , , and , in: Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, pages 159-182, Springer International Publishing, 2022 |
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