Jinhua Zhu
20 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
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ICLR (6)
EMNLP (3)
IJCNLP (2)
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Keywords
neural machine translation
(6)
data augmentation
(3)
drug discovery
(3)
language model
(3)
knowledge distillation
(2)
low-resource language
(2)
biological text
(2)
unsupervised machine translation
(2)
weakly paired document
(2)
sequence concatenation
(2)
molecular representation
(2)
reinforcement learning from human feedback
(1)
machine translation
(1)
protein sequence
(1)
dense retrieval
(1)
bilingual alignment
(1)
multi-task learning
(1)
information retrieval
(1)
reward hacking
(1)
direct preference optimization
(1)
Papers
Bias Fitting to Mitigate Length Bias of Reward Model in RLHF
ACL 2026
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
ICLR 2025
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble
ACL 2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
ICML 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
EMNLP 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
Making Better Decision by Directly Planning in Continuous Control
ICLR 2023
FABind: Fast and Accurate Protein-Ligand Binding
NIPS 2023
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
EMNLP 2023
$\mathcal{O}$-GNN: incorporating ring priors into molecular modeling
ICLR 2023
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
IJCNLP 2021
Return-Based Contrastive Representation Learning for Reinforcement Learning
ICLR 2021
IOT: Instance-wise Layer Reordering for Transformer Structures
ICLR 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
ACL 2021
Incorporating BERT into Neural Machine Translation
ICLR 2020
Normalization Helps Training of Quantized LSTM
NIPS 2019
Machine Translation With Weakly Paired Documents
EMNLP 2019
Machine Translation With Weakly Paired Documents
IJCNLP 2019
Microsoft Research Asiaβs Systems for WMT19
ACL 2019
Soft Contextual Data Augmentation for Neural Machine Translation
ACL 2019