| A transformer-based framework for multivariate time series representation learning G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 303 | 2021 |
| Using Deepspeed and Megatron to train megatron-turing NLG 530b, A large-scale generative language model. S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ... CoRR, abs/2201.11990, 2022 | 296* | 2022 |
| Improving clinical predictions through unsupervised time series representation learning X Lyu, M Hueser, SL Hyland, G Zerveas, G Raetsch arXiv preprint arXiv:1812.00490, 2018 | 43 | 2018 |
| Comprehensive comparison and experimental validation of band-structure calculation methods in III–V semiconductor quantum wells G Zerveas, E Caruso, G Baccarani, L Czornomaz, N Daix, D Esseni, ... Solid-State Electronics 115, 92-102, 2016 | 29 | 2016 |
| Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model (arXiv: 2201.11990). arXiv S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ... | 8 | 2022 |
| Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization G Zerveas, N Rekabsaz, D Cohen, C Eickhoff Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 7 | 2022 |
| Modeling approaches for band-structure calculation in III-V FET quantum wells E Caruso, G Zerveas, G Baccarani, L Czornomaz, N Daix, D Esseni, ... EUROSOI-ULIS 2015: 2015 Joint International EUROSOI Workshop and …, 2015 | 7 | 2015 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning. arXiv 2020 G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff arXiv preprint arXiv:2010.02803, 0 | 7 | |
| Mitigating bias in search results through set-based document reranking and neutrality regularization G Zerveas, N Rekabsaz, D Cohen, C Eickhoff Proceedings of the 45th International ACM SIGIR conference on research and …, 2022 | 6 | 2022 |
| CATS: Customizable Abstractive Topic-based Summarization SA Bahrainian, G Zerveas, F Crestani, C Eickhoff ACM Transactions on Information Systems (TOIS) 40 (1), 1-24, 2021 | 6 | 2021 |
| Brown university at trec deep learning 2019 G Zerveas, R Zhang, L Kim, C Eickhoff arXiv preprint arXiv:2009.04016, 2020 | 6 | 2020 |
| Extracting angina symptoms from clinical notes using pre-trained transformer architectures AS Eisman, NR Shah, C Eickhoff, G Zerveas, ES Chen, WC Wu, IN Sarkar AMIA Annual Symposium Proceedings 2020, 412, 2020 | 6 | 2020 |
| Using deepspeed and megatron to train megatron-turing nlg 530b, a large-scale generative language model. arXiv S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ... arXiv preprint arXiv:2201.11990, 2022 | 5 | 2022 |
| CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking G Zerveas, N Rekabsaz, D Cohen, C Eickhoff Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 3 | 2022 |
| Parameter-efficient Modularised Bias Mitigation via AdapterFusion D Kumar, O Lesota, G Zerveas, D Cohen, C Eickhoff, M Schedl, ... arXiv preprint arXiv:2302.06321, 2023 | 2 | 2023 |
| CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking G Zerveas, N Rekabsaz, D Cohen, C Eickhoff arXiv preprint arXiv:2112.08766, 2021 | 2 | 2021 |
| Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG İY Potter, G Zerveas, C Eickhoff, D Duncan 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 1 | 2022 |
| Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors G Zerveas, N Rekabsaz, C Eickhoff arXiv preprint arXiv:2305.15720, 2023 | | 2023 |
| Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG İ Yıldız Potter, G Zerveas, C Eickhoff, D Duncan arXiv e-prints, arXiv: 2301.03470, 2023 | | 2023 |
| Representation Learning of Multivariate Time Series using a Transformer Framework G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 | | 2021 |
Carsten EickhoffProfessor, University of TübingenVerified email at uni-tuebingen.de
