Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis W Zhu, H Liu, Q Dong, J Xu, L Kong, J Chen, L Li, S Huang Proceedings of the 2024 Conference of the North American Chapter of the …, 2023 | 251* | 2023 |
Extrapolating Large Language Models to Non-English by Aligning Languages W Zhu, Y Lv, Q Dong, F Yuan, J Xu, S Huang, L Kong, J Chen, L Li arXiv:2308.04948, 2023 | 36* | 2023 |
Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation F Yuan, Y Lu, W Zhu, L Kong, L Li, J Xu Proceedings of the 61th Annual Meeting of the Association for Computational …, 2023 | 15* | 2023 |
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization S She, W Zou, S Huang, W Zhu, X Liu, X Geng, J Chen Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 14 | 2024 |
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages Y Lu, W Zhu, L Li, Y Qiao, F Yuan Findings of the Association for Computational Linguistics: EMNLP 2024, 10748 …, 2024 | 9 | 2024 |
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model K Cheng, W Song, Z Ma, W Zhu, Z Zhu, J Zhang Proceedings of the 31th ACM International Conference on Multimedia, 2023 | 9 | 2023 |
Question Translation Training for Better Multilingual Reasoning W Zhu, S Huang, F Yuan, S She, J Chen, A Birch Findings of the Association for Computational Linguistics: ACL 2024, 8411–8423, 2024 | 8 | 2024 |
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation W Zhu, J Xu, S Huang, L Kong, J Chen Proceedings of the 61th Annual Meeting of the Association for Computational …, 2023 | 8* | 2023 |
kNN-BOX: A Unified Framework for Nearest Neighbor Generation W Zhu, Q Zhao, Y Lv, S Huang, Z Siheng, L Sizhe, J Chen Proceedings of the 18th Conference of the European Chapter of the …, 2023 | 7 | 2023 |
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation W Zhu, S Huang, Y Lv, X Zheng, J Chen Proceedings of the 61th Annual Meeting of the Association for Computational …, 2023 | 6 | 2023 |
Exploring very low-resource translation with LLMs: The University of Edinburgh’s submission to AmericasNLP 2024 translation task V Iyer, B Malik, W Zhu, P Stepachev, P Chen, B Haddow, A Birch-Mayne The 4th Workshop on NLP for Indigenous Languages of the Americas, 209-220, 2024 | 2 | 2024 |
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages Z Huang, W Zhu, G Cheng, L Li, F Yuan arXiv preprint arXiv:2405.17386, 2024 | 2 | 2024 |
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners S Zhang, C Gao, W Zhu, J Chen, X Huang, X Han, J Feng, C Deng, ... Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 1 | 2024 |
FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation W Zhu, S Huang, T Pu, P Huang, X Zhang, J Yu, W Chen, Y Wang, J Chen Proceedings of the 13th Language Resources and Evaluation Conference (LREC), 2022 | 1 | 2022 |
Improving Bilingual Lexicon Induction on Distant Language Pairs W Zhu, Z Zhou, S Huang, Z Lin, X Zhou, Y Tu, J Chen China Conference on Machine Translation (CCMT), 2019 | 1 | 2019 |
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping W Zhu, S Liu, S Huang, S She, C Wendler, J Chen Findings of the Association for Computational Linguistics: EMNLP 2024, 8775–8782, 2024 | | 2024 |
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights W Zhu, S Huang, F Yuan, C Chen, J Chen, A Birch arXiv preprint arXiv:2405.01345, 2024 | | 2024 |
Research Development of Machine translation and Large Language Model W Zhu, H Zhou, C Gao, S Liu, S Huang Proceedings of the 22nd Chinese National Conference on Computational …, 2023 | | 2023 |