Wenhao Zhu | DeepAI

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Wei Chen
332 publications
Lei Li
255 publications
Yanfeng Wang
79 publications
Xu Zhang
76 publications
Jiajun Chen
63 publications
Lingpeng Kong
59 publications
Shujian Huang
57 publications
Zheng Ma
54 publications
Jingjing Xu
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Xiaoyu Zhang
42 publications
Chao Yu
29 publications

∙ 08/09/2023

Extrapolating Large Language Models to Non-English by Aligning Languages

Due to the unbalanced training data distribution, the language ability o...

0 Wenhao Zhu, et al. ∙

∙ 08/02/2023

Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model

Current captioning approaches tend to generate correct but "generic" des...

0 Kanzhi Cheng, et al. ∙

∙ 06/21/2023

SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings

The paradigm of pre-training followed by fine-tuning on downstream tasks...

0 Chao Yu, et al. ∙

∙ 06/10/2023

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation

Neural machine translation has achieved promising results on many transl...

0 Wenhao Zhu, et al. ∙

∙ 04/10/2023

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

Large language models (LLMs) have demonstrated remarkable potential in h...

0 Wenhao Zhu, et al. ∙

∙ 02/27/2023

kNN-BOX: A Unified Framework for Nearest Neighbor Generation

Augmenting the base neural model with a token-level symbolic datastore i...

0 Wenhao Zhu, et al. ∙

∙ 12/20/2022

Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation

Traditional multilingual neural machine translation (MNMT) uses a single...

0 Fei Yuan, et al. ∙

∙ 11/08/2022

What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation

kNN-MT presents a new paradigm for domain adaptation by building an exte...

0 Wenhao Zhu, et al. ∙

∙ 12/26/2021

Stepping Back to SMILES Transformers for Fast Molecular Representation Inference

In the intersection of molecular science and deep learning, tasks like v...

0 Wenhao Zhu, et al. ∙

∙ 12/31/2020

FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation

Previous domain adaptation research usually neglect the diversity in tra...

0 Wenhao Zhu, et al. ∙

∙ 11/16/2020

Gradient Episodic Memory with a Soft Constraint for Continual Learning

Catastrophic forgetting in continual learning is a common destructive ph...

0 Guannan Hu, et al. ∙

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