Zhirui Zhang | DeepAI

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Jianfeng Gao
241 publications
Min Zhang
214 publications
Tie-Yan Liu
176 publications
Minlie Huang
138 publications
Tao Qin
134 publications
Qi Wang
125 publications
Chen Zhang
118 publications
Huazhu Fu
108 publications
Ming Zhou
107 publications
Zhe Liu
107 publications
Enhong Chen
96 publications

∙ 05/29/2023

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition

Most named entity recognition (NER) systems focus on improving model per...

0 Zhen Zhang, et al. ∙

∙ 04/05/2023

Document-Level Machine Translation with Large Language Models

Large language models (LLMs) such as Chat-GPT can produce coherent, cohe...

0 Longyue Wang, et al. ∙

∙ 03/23/2023

Fairness-guided Few-shot Prompting for Large Language Models

Large language models have demonstrated surprising ability to perform in...

3 Huan Ma, et al. ∙

∙ 02/23/2023

Federated Nearest Neighbor Machine Translation

To protect user privacy and meet legal regulations, federated learning (...

0 Yichao Du, et al. ∙

∙ 02/23/2023

Simple and Scalable Nearest Neighbor Machine Translation

kNN-MT is a straightforward yet powerful approach for fast domain adapta...

0 Yuhan Dai, et al. ∙

∙ 02/06/2023

Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend

Word-level textual adversarial attacks have achieved striking performanc...

0 Ning Lu, et al. ∙

∙ 12/05/2022

Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

Pre-trained language models (PLMs) have exhibited remarkable few-shot le...

0 Feng Nie, et al. ∙

∙ 05/23/2022

Non-Parametric Domain Adaptation for End-to-End Speech Translation

End-to-End Speech Translation (E2E-ST) has received increasing attention...

0 Yichao Du, et al. ∙

∙ 03/25/2022

Automatic Song Translation for Tonal Languages

This paper develops automatic song translation (AST) for tonal languages...

0 Fenfei Guo, et al. ∙

∙ 12/21/2021

Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement

End-to-end speech-to-text translation (E2E-ST) is becoming increasingly ...

0 Yichao Du, et al. ∙

∙ 09/23/2021

Non-Parametric Online Learning from Human Feedback for Neural Machine Translation

We study the problem of online learning with human feedback in the human...

0 Dongqi Wang, et al. ∙

∙ 09/14/2021

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation

Recently, kNN-MT has shown the promising capability of directly incorpor...

0 Xin Zheng, et al. ∙

∙ 09/10/2021

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables

Zero-shot translation, directly translating between language pairs unsee...

0 Weizhi Wang, et al. ∙

∙ 08/31/2021

Task-Oriented Dialogue System as Natural Language Generation

In this paper, we propose to formulate the task-oriented dialogue system...

0 Weizhi Wang, et al. ∙

∙ 05/27/2021

Adaptive Nearest Neighbor Machine Translation

kNN-MT, recently proposed by Khandelwal et al. (2020a), successfully com...

0 Xin Zheng, et al. ∙

∙ 04/16/2021

Towards Variable-Length Textual Adversarial Attacks

Adversarial attacks have shown the vulnerability of machine learning mod...

0 Junliang Guo, et al. ∙

∙ 10/13/2020

Incorporating BERT into Parallel Sequence Decoding with Adapters

While large scale pre-trained language models such as BERT have achieved...

0 Junliang Guo, et al. ∙

∙ 10/06/2020

Iterative Domain-Repaired Back-Translation

In this paper, we focus on the domain-specific translation with low reso...

0 Hao-Ran Wei, et al. ∙

∙ 12/03/2019

Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation

Transfer learning between different language pairs has shown its effecti...

0 Baijun Ji, et al. ∙

∙ 06/02/2019

Budgeted Policy Learning for Task-Oriented Dialogue Systems

This paper presents a new approach that extends Deep Dyna-Q (DDQ) by inc...

2 Zhirui Zhang, et al. ∙

∙ 01/14/2019

Unsupervised Neural Machine Translation with SMT as Posterior Regularization

Without real bilingual corpus available, unsupervised Neural Machine Tra...

0 Shuo Ren, et al. ∙

∙ 08/24/2018

Approximate Distribution Matching for Sequence-to-Sequence Learning

Sequence-to-Sequence models were introduced to tackle many real-life pro...

2 Wenhu Chen, et al. ∙

∙ 08/23/2018

Style Transfer as Unsupervised Machine Translation

Language style transferring rephrases text with specific stylistic attri...

0 Zhirui Zhang, et al. ∙

∙ 08/13/2018

Regularizing Neural Machine Translation by Target-bidirectional Agreement

Although Neural Machine Translation (NMT) has achieved remarkable progre...

0 Zhirui Zhang, et al. ∙

∙ 03/15/2018

Achieving Human Parity on Automatic Chinese to English News Translation

Machine translation has made rapid advances in recent years. Millions of...

0 Hany Hassan, et al. ∙

∙ 03/01/2018

Joint Training for Neural Machine Translation Models with Monolingual Data

Monolingual data have been demonstrated to be helpful in improving trans...

0 Zhirui Zhang, et al. ∙

∙ 06/28/2017

Generative Bridging Network in Neural Sequence Prediction

Maximum Likelihood Estimation (MLE) suffers from data sparsity problem i...

0 Wenhu Chen, et al. ∙

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