Improving Unsupervised Word-by-Word Translation Using Language Model and Denoising Autoencoder Y Kim, J Geng, H Ney In Proceedings of the 2018 Conference on Empirical Methods in Natural …, 2018 | 49* | 2018 |
Towards general deep leakage in federated learning J Geng, Y Mou, F Li, Q Li, O Beyan, S Decker, C Rong (FL-AAAI-22) International Workshop on Trustable, Verifiable and Auditable …, 2021 | 48 | 2021 |
Factcheck-GPT: End-to-End Fine-Grained Document-Level Fact-Checking and Correction of LLM Output Y Wang, RG Reddy, ZM Mujahid, A Arora, A Rubashevskii, J Geng, ... arXiv preprint arXiv:2311.09000, 2023 | 41 | 2023 |
OpenIaC: open infrastructure as code-the network is my computer C Rong, J Geng, TJ Hacker, H Bryhni, MG Jaatun Journal of Cloud Computing 11 (1), 12, 2022 | 39 | 2022 |
Real-time classification of steel strip surface defects based on deep CNNs Y Liu, J Geng, Z Su, W Zhang, J Li Proceedings of 2018 Chinese Intelligent Systems Conference: Volume II, 257-266, 2019 | 38 | 2019 |
A Survey of Confidence Estimation and Calibration in Large Language Models J Geng, F Cai, Y Wang, H Koeppl, P Nakov, I Gurevych Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 32 | 2024 |
Improved gradient inversion attacks and defenses in federated learning J Geng, Y Mou, Q Li, F Li, O Beyan, S Decker, C Rong IEEE Transactions on Big Data, 2023 | 31 | 2023 |
A survey of language model confidence estimation and calibration J Geng, F Cai, Y Wang, H Koeppl, P Nakov, I Gurevych arXiv preprint arXiv:2311.08298, 2023 | 29 | 2023 |
A Survey on Dataset Distillation: Approaches, Applications and Future Directions J Geng, Z Chen, Y Wang, H Woisetschlaeger, S Schimmler, R Mayer, ... (IJCAI 2023)The 32nd International Joint Conferences on Artificial Intelligence, 2023 | 21 | 2023 |
Did-efed: Facilitating federated learning as a service with decentralized identities J Geng, N Kanwal, MG Jaatun, C Rong Proceedings of the 25th International Conference on Evaluation and …, 2021 | 20 | 2021 |
Cvqa: Culturally-diverse multilingual visual question answering benchmark D Romero, C Lyu, HA Wibowo, T Lynn, I Hamed, AN Kishore, A Mandal, ... arXiv preprint arXiv:2406.05967, 2024 | 17 | 2024 |
GenAI content detection task 1: English and multilingual machine-generated text detection: AI vs. human Y Wang, A Shelmanov, J Mansurov, A Tsvigun, V Mikhailov, R Xing, Z Xie, ... arXiv preprint arXiv:2501.11012, 2025 | 16 | 2025 |
Factcheck-bench: Fine-grained evaluation benchmark for automatic fact-checkers Y Wang, RG Reddy, Z Mujahid, A Arora, A Rubashevskii, J Geng, ... Findings of the Association for Computational Linguistics: EMNLP 2024, 14199 …, 2024 | 14 | 2024 |
Multimodal Large Language Models to Support Real-World Fact-Checking J Geng, Y Kementchedjhieva, P Nakov, I Gurevych arXiv preprint arXiv:2403.03627, 2024 | 13 | 2024 |
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs Y Wang, M Wang, H Iqbal, G Georgiev, J Geng, P Nakov arXiv preprint arXiv:2405.05583, 2024 | 10 | 2024 |
Optimized federated learning on class-biased distributed data sources Y Mou, J Geng, S Welten, C Rong, S Decker, O Beyan Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 10 | 2021 |
The RWTH aachen university English-German and German-English unsupervised neural machine translation systems for WMT 2018 M Graça, Y Kim, J Schamper, J Geng, H Ney Proceedings of the Third Conference on Machine Translation: Shared Task …, 2018 | 8 | 2018 |
Llm-detectaive: a tool for fine-grained machine-generated text detection M Abassy, K Elozeiri, A Aziz, MN Ta, RV Tomar, B Adhikari, SED Ahmed, ... arXiv preprint arXiv:2408.04284, 2024 | 6 | 2024 |
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints Y Mou, J Geng, F Zhou, O Beyan, C Rong, S Decker Pacific-Asia Conference on Knowledge Discovery and Data Mining, 283-294, 2023 | 6 | 2023 |
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness Z Chen, J Geng, Z Derui, W Herbert, L Qing, S Schimmler, R Mayer, ... arXiv preprint arXiv:2305.03355, 2023 | 6 | 2023 |