Choosing transfer languages for cross-lingual learning YH Lin, CY Chen, J Lee, Z Li, Y Zhang, M Xia, S Rijhwani, J He, Z Zhang, ... ACL 2019, 2019 | 221 | 2019 |
Structured Pruning Learns Compact and Accurate Models M Xia, Z Zhong, D Chen ACL 2022, 2022 | 167 | 2022 |
Generalized data augmentation for low-resource translation M Xia, X Kong, A Anastasopoulos, G Neubig ACL 2019, 2019 | 125 | 2019 |
Demoting racial bias in hate speech detection M Xia, A Field, Y Tsvetkov arXiv preprint arXiv:2005.12246, 2020 | 104 | 2020 |
Catastrophic jailbreak of open-source llms via exploiting generation Y Huang, S Gupta, M Xia, K Li, D Chen ICLR 2024, 2023 | 88 | 2023 |
Domain adaptation of neural machine translation by lexicon induction J Hu, M Xia, G Neubig, J Carbonell ACL 2019, 2019 | 80 | 2019 |
Detecting Pretraining Data from Large Language Models W Shi, A Ajith, M Xia, Y Huang, D Liu, T Blevins, D Chen, L Zettlemoyer ICLR 2024, 2023 | 78 | 2023 |
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning M Xia, T Gao, Z Zeng, D Chen ICLR 2024, 2023 | 73 | 2023 |
Graph based translation memory for neural machine translation M Xia, G Huang, L Liu, S Shi Proceedings of the AAAI conference on artificial intelligence 33 (01), 7297-7304, 2019 | 46 | 2019 |
Predicting performance for natural language processing tasks M Xia, A Anastasopoulos, R Xu, Y Yang, G Neubig ACL 2020, 2020 | 42 | 2020 |
MetaXL: Meta representation transformation for low-resource cross-lingual learning M Xia, G Zheng, S Mukherjee, M Shokouhi, G Neubig, AH Awadallah NAACL 2021, 2021 | 29 | 2021 |
MABEL: Attenuating Gender Bias using Textual Entailment Data J He, M Xia, C Fellbaum, D Chen EMNLP 2022, 2022 | 24 | 2022 |
Training Trajectories of Language Models Across Scales M Xia, M Artetxe, C Zhou, XV Lin, R Pasunuru, D Chen, L Zettlemoyer, ... ACL 2023, 2023 | 21* | 2023 |
Non-parametric few-shot learning for word sense disambiguation H Chen, M Xia, D Chen NAACL 2021, 2021 | 19 | 2021 |
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications B Wei, K Huang, Y Huang, T Xie, X Qi, M Xia, P Mittal, M Wang, ... ICML 2024, 2024 | 18 | 2024 |
Trainable Transformer in Transformer A Panigrahi, S Malladi, M Xia, S Arora arXiv preprint arXiv:2307.01189, 2023 | 17 | 2023 |
LESS: Selecting Influential Data for Targeted Instruction Tuning M Xia, S Malladi, S Gururangan, S Arora, D Chen ICML 2024, 2024 | 16 | 2024 |
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models M Xia, M Artetxe, J Du, D Chen, V Stoyanov EMNLP 2022, 2022 | 15 | 2022 |
Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models M van de Kar, M Xia, D Chen, M Artetxe EMNLP 2022, 2022 | 14 | 2022 |
A summary of the first workshop on language technology for language documentation and revitalization G Neubig, S Rijhwani, A Palmer, J MacKenzie, H Cruz, X Li, M Lee, ... arXiv preprint arXiv:2004.13203, 2020 | 14 | 2020 |