A Theoretical Analysis of NDCG Type Ranking Measures

Yining Wang, Liwei Wang, Yuanzhi Li, +3

arXiv (Cornell University)

Ranking AlgorithmEngineeringLearning To RankRanking MeasureOperations Research +16

Dual Learning for Machine Translation

Yingce Xia, Di He, Tao Qin, +4

arXiv (Cornell University)

Natural Language ProcessingComputer-assisted TranslationEngineeringMachine LearningSpeech Translation +13

Incorporating BERT into Neural Machine Translation

Jinhua Zhu, Yingce Xia, Lijun Wu, +5

arXiv (Cornell University)

Natural Language ProcessingRetrieval Augmented GenerationLlm Fine-tuningEngineeringMachine Learning +12

Multilingual Neural Machine Translation with Knowledge Distillation

Xu Tan, Yi Ren, Di He, +3

arXiv (Cornell University)

Natural Language ProcessingEngineeringMachine LearningData ScienceSpeech Translation +11

Rethinking Positional Encoding in Language Pre-training

Guolin Ke, Di He, Tie‐Yan Liu

International Conference on Learning Representations

Llm Fine-tuningEngineeringCross-lingual RepresentationPsycholinguisticsMultilingual Pretraining +17

Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation

Tianyu He, Xu Tan, Yingce Xia, +4

Neural Information Processing Systems

Natural Language ProcessingLlm Fine-tuningEngineeringMachine LearningMultimodal Translation +10

Multilingual Neural Machine Translation with Language Clustering

Xu Tan, Jiale Chen, Di He, +3

Natural Language ProcessingApplied LinguisticsXu TanEngineeringComputational Linguistics +9

Representation Degeneration Problem in Training Natural Language\n Generation Models

Jun Gao, Di He, Xu Tan, +3

arXiv (Cornell University)

A context-aware deconfounding autoencoder for robust prediction of personalized clinical drug response from cell-line compound screening

Di He, Qiao Liu, You Wu, +1

Nature Machine Intelligence

Prediction of off-target specificity and cell-specific fitness of CRISPR-Cas System using attention boosted deep learning and network-based gene feature

Qiao Liu, Di He, Lei Xie

PLoS Computational Biology

EngineeringGeneticsGenome EngineeringCrisprOff-target Effect +17