Incorporating BERT into Neural Machine Translation

Jinhua Zhu, Yingce Xia, Lijun Wu, +5

Natural Language ProcessingRetrieval Augmented GenerationLlm Fine-tuningEngineeringMachine Learning +12

Non-Autoregressive Machine Translation with Auxiliary Regularization

Yiren Wang, Fei Tian, Di He, +3

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningCross-lingual RepresentationMultilingual PretrainingLarge Language Model +15

A Theoretical Analysis of NDCG Type Ranking Measures

Yining Wang, Liwei Wang, Yuanzhi Li, +2

Theoretical AnalysisRanking MeasureRanking AlgorithmEngineeringInformation Retrieval +13

Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input

Junliang Guo, Xu Tan, Di He, +3

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningNat ModelsLarge Language ModelRecurrent Neural Network +14

Towards a Deep and Unified Understanding of Deep Neural Models in NLP

Chaoyu Guan, Xiting Wang, Quanshi Zhang, +3

International Conference on Machine Learning

EngineeringMachine LearningQuantitative ExplanationsLarge Language ModelCorpus Linguistics +17

Efficient Training of BERT by Progressively Stacking

Linyuan Gong, Di He, Zhuohan Li, +3

International Conference on Machine Learning

Natural Language ProcessingLarge Ai ModelLlm Fine-tuningEngineeringMachine Learning +4

Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder

Yingce Xia, Tianyu He, Xu Tan, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingComputer-assisted TranslationEngineeringMachine LearningData Science +13

Hint-Based Training for Non-Autoregressive Machine Translation

Zhuohan Li, Zi Lin, Di He, +4

EngineeringMachine LearningLanguage ProcessingText MiningNatural Language Processing +15

Fast Structured Decoding for Sequence Models

Zhiqing Sun, Zhuohan Li, Haoqing Wang, +3

Neural Information Processing Systems

Natural Language ProcessingStructured PredictionSyntactic ParsingSequence ModellingStructured Decoding +11

FRAGE: Frequency-Agnostic Word Representation

Chengyue Gong, Di He, Xu Tan, +3

Neural Information Processing Systems

EngineeringMachine LearningSemanticsLarge Language ModelCorpus Linguistics +17