2024
Black-Box Prompt Tuning With Subspace Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
XRAG: eXamining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation.
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CoRR, 2024
LLM⨉MapReduce: Simplified Long-Sequence Processing using Large Language Models.
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CoRR, 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems.
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CoRR, 2024
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.
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Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Privacy-Preserving Prompt Tuning for Large Language Model Services.
CoRR, 2023
COSYWA: Enhancing Semantic Integrity in Watermarking Natural Language Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2023
2022
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Molecule Generation by Principal Subgraph Mining and Assembling.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A Template-based Method for Constrained Neural Machine Translation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Integrating Vectorized Lexical Constraints for Neural Machine Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
GraphPiece: Efficiently Generating High-Quality Molecular Graph with Substructures.
CoRR, 2021
Language Models are Good Translators.
CoRR, 2021
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation.
CoRR, 2021
CPM-2: Large-scale cost-effective pre-trained language models.
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AI Open, 2021
Self-Supervised Quality Estimation for Machine Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Knowledge Representation Learning with Contrastive Completion Coding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
On the Language Coverage Bias for Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Neural machine translation: A review of methods, resources, and tools.
AI Open, 2020
Modeling Voting for System Combination in Machine Translation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Tsinghua University Neural Machine Translation Systems for CCMT 2020.
Proceedings of the Machine Translation - 16th China Conference, 2020
THUMT: An Open-Source Toolkit for Neural Machine Translation.
Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, 2020
2019
Towards Linear Time Neural Machine Translation with Capsule Networks.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
2018
Lattice-to-sequence attentional Neural Machine Translation models.
Neurocomputing, 2018
Neural Machine Translation with Decoding History Enhanced Attention.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Deep Semantic Role Labeling With Self-Attention.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
XMU Neural Machine Translation Systems for WMT 17.
Proceedings of the Second Conference on Machine Translation, 2017
XMU Neural Machine Translation Online Service.
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017
XMU Neural Machine Translation Systems for WAT 2017.
Proceedings of the 4th Workshop on Asian Translation, 2017
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation.
CoRR, 2016
A Sentence Segmentation Method for Ancient Chinese Texts Based on NNLM.
Proceedings of the Chinese Lexical Semantics - 17th Workshop, 2016