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Mengzhou Xia
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Year
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
2212019
Structured Pruning Learns Compact and Accurate Models
M Xia, Z Zhong, D Chen
ACL 2022, 2022
1672022
Generalized data augmentation for low-resource translation
M Xia, X Kong, A Anastasopoulos, G Neubig
ACL 2019, 2019
1252019
Demoting racial bias in hate speech detection
M Xia, A Field, Y Tsvetkov
arXiv preprint arXiv:2005.12246, 2020
1042020
Catastrophic jailbreak of open-source llms via exploiting generation
Y Huang, S Gupta, M Xia, K Li, D Chen
ICLR 2024, 2023
882023
Domain adaptation of neural machine translation by lexicon induction
J Hu, M Xia, G Neubig, J Carbonell
ACL 2019, 2019
802019
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
772023
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
M Xia, T Gao, Z Zeng, D Chen
ICLR 2024, 2023
732023
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
462019
Predicting performance for natural language processing tasks
M Xia, A Anastasopoulos, R Xu, Y Yang, G Neubig
ACL 2020, 2020
422020
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
292021
MABEL: Attenuating Gender Bias using Textual Entailment Data
J He, M Xia, C Fellbaum, D Chen
EMNLP 2022, 2022
242022
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
192021
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
182024
Trainable Transformer in Transformer
A Panigrahi, S Malladi, M Xia, S Arora
arXiv preprint arXiv:2307.01189, 2023
172023
LESS: Selecting Influential Data for Targeted Instruction Tuning
M Xia, S Malladi, S Gururangan, S Arora, D Chen
ICML 2024, 2024
162024
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
M Xia, M Artetxe, J Du, D Chen, V Stoyanov
EMNLP 2022, 2022
152022
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
142022
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
142020
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