张家俊｜中国科学院大学｜学者主页

2023

Instance-Aware Prompt Learning for Language Understanding and Generation

Feihu Jin, Jinliang Lu, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2023

Transformer: A General Framework from Machine Translation to Others

Yang Zhao, Jiajun Zhang, Chengqing Zong

Machine Intelligence Research

DOI

2023

Unified Prompt Learning Makes Pre-Trained Language Models Better Few-Shot Learners

Feihu Jin, Jinliang Lu, Jiajun Zhang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2023

Adapter Tuning With Task-Aware Attention Mechanism

Jinliang Lu, Feihu Jin, Jiajun Zhang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2023

Contrastive Adversarial Training for Multi-Modal Machine Translation

Xin Huang, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2023

Topic-Oriented Dialogue Summarization

Haitao Lin, Junnan Zhu, Xiang Lǚ, Feifei Zhai, Yu Zhou, Jiajun Zhang, Chengqing Zong

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2023

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning

Chong Li, Shaonan Wang, Yunhao Zhang, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts

Jinliang Lu, Jiajun Zhang

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2023

Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients

Feihu Jin, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only

Jinliang Lu, Yu Lu, Jiajun Zhang

DOI

2022

Attention Analysis and Calibration for Transformer in Natural Language Generation

Yu Lu, Jiajun Zhang, Jiali Zeng, Shuangzhi Wu, Chengqing Zong

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2022

Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation

Yu Lu, Jiajun Zhang

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

Parameter Differentiation Based Multilingual Neural Machine Translation

Qian Wang, Jiajun Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions

Haitao Lin, Junnan Zhu, Xiang Lǚ, Yu Zhou, Jiajun Zhang, Chengqing Zong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

Learning Confidence for Transformer-based Neural Machine Translation

Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2021

Enhancing Lexical Translation Consistency for Document-Level Neural Machine Translation

Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2021

Dual-View Conditional Variational Auto-Encoder for Emotional Dialogue Generation

Mei Li, Jiajun Zhang, Lu Xiang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2021

Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models

Haitao Lin, Lu Xiang, Zhou Yu, Jiajun Zhang, Chengqing Zong

Interspeech (USB)

DOI

2021

Graph-based Multimodal Ranking Models for Multimodal Summarization

Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation

Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou

DOI

2021

Synchronous Interactive Decoding for Multilingual Neural Machine Translation

Hao He, Qian Wang, Zhipeng Yu, Yang Zhao, Jiajun Zhang, Chengqing Zong

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization

Haitao Lin, Liqun Ma, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

Attention Calibration for Transformer in Neural Machine Translation

Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li

DOI

2021

Entity-level Cross-modal Learning Improves Multi-modal Machine Translation

Xin Huang, Jiajun Zhang, Chengqing Zong

DOI

2021

Exploiting Curriculum Learning in Unsupervised Neural Machine Translation

Jinliang Lu, Jiajun Zhang

DOI

2020

Neural machine translation: Challenges, progress and future

Jiajun Zhang, Chengqing Zong

Science China Technological Sciences

DOI

2020

Deep Neural Network--based Machine Translation System Combination

Long Zhou, Jiajun Zhang, Xiaomian Kang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2020

Knowledge Graphs Enhanced Neural Machine Translation

Yang Zhao, Jiajun Zhang, Zhou Yu, Chengqing Zong

International Joint Conference on Artificial Intelligence

DOI

2020

Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation

Kexin Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2020

Synchronous bidirectional inference for neural sequence generation

Jiajun Zhang, Long Zhou, Yang Zhao, Chengqing Zong

Artificial Intelligence

DOI

2020

Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning

Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2020

Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization

Junnan Zhu, Yu Zhou, Jiajun Zhang, Chengqing Zong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2020

Multimodal Sentence Summarization via Multimodal Selective Encoding

Haoran Li, Junnan Zhu, Jiajun Zhang, Xiaodong He, Chengqing Zong

International Conference on Computational Linguistics

DOI

2020

Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity

Yang Zhao, Lu Xiang, Junnan Zhu, Jiajun Zhang, Zhou Yu, Chengqing Zong

International Conference on Computational Linguistics

DOI

2020

Distill and Replay for Continual Language Learning

Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong

International Conference on Computational Linguistics

DOI

2020

Touch Editing: A Flexible One-Time Interaction Approach for Translation

Qian Wang, Jiajun Zhang, Lemao Liu, Guoping Huang, Chengqing Zong

Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)

DOI

2020

Improving Autoregressive NMT with Non-Autoregressive Model

Long Zhou, Jiajun Zhang, Chengqing Zong

DOI

2020

Non-autoregressive Neural Machine Translation with Distortion Model

Long Zhou, Jiajun Zhang, Yang Zhao, Chengqing Zong

Lecture notes in computer science

DOI

2020

CASIA’s System for IWSLT 2020 Open Domain Translation

Qian Wang, Yuchen Liu, Cong Ma, Yu Lu, Yining Wang, Long Zhou, Yang Zhao, Jiajun Zhang, Chengqing Zong

International Conference on Spoken Language Translation (IWSLT)

DOI

2020

Quality Estimation for Machine Translation with Multi-granularity Interaction

Ke Tian, Jiajun Zhang

Communications in computer and information science

DOI

2019

End-to-End Speech Translation with Knowledge Distillation

Yuchen Liu, Hao Xiong, Jiajun Zhang, Zhongjun He, Hua Ren Wu, Haifeng Wang, Chengqing Zong

Interspeech (USB)

DOI

2019

NCLS: Neural Cross-Lingual Summarization

Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, Chengqing Zong

DOI

2019

Sequence Generation: From Both Sides to the Middle

Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu

International Joint Conference on Artificial Intelligence

DOI

2019

Synchronous Bidirectional Neural Machine Translation

Long Zhou, Jiajun Zhang, Chengqing Zong

Transactions of the Association for Computational Linguistics

DOI

2019

A Compact and Language-Sensitive Multilingual Translation Method

Yining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2019

Neural Name Translation Improves Neural Machine Translation

Xiaoqing Li, Jinghui Yan, Jiajun Zhang, Chengqing Zong

Communications in computer and information science

DOI

2019

Incremental Learning from Scratch for Task-Oriented Dialogue Systems

Weikang Wang, Jiajun Zhang, Qian Li, Mei-Yuh Hwang, Chengqing Zong, Zhifei Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2019

Are You for Real? Detecting Identity Fraud via Dialogue Interactions

Weikang Wang, Jiajun Zhang, Qian Li, Chengqing Zong, Zhifei Li

DOI

2019

Synchronously Generating Two Languages with Interactive Decoding

Yining Wang, Jiajun Zhang, Long Zhou, Yuchen Liu, Chengqing Zong

DOI

2019

Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference

He Bai, Yu Zhou, Jiajun Zhang, Chengqing Zong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2019

Select the Best Translation from Different Systems Without Reference

Jinliang Lu, Jiajun Zhang

Lecture notes in computer science

DOI

2018

Attention With Sparsity Regularization for Neural Machine Translation and Summarization

Jiajun Zhang, Yang Zhao, Haoran Li, Chengqing Zong

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2018

Input Method for Human Translators

Guoping Huang, Jiajun Zhang, Zhou Yu, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2018

Multi-modal Sentence Summarization with Modality Attention and Image Filtering

Haoran Li, Junnan Zhu, Tianshang Liu, Jiajun Zhang, Chengqing Zong

International Joint Conference on Artificial Intelligence

DOI

2018

Phrase Table as Recommendation Memory for Neural Machine Translation

Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong

International Joint Conference on Artificial Intelligence

DOI

2018

Exploiting Pre-Ordering for Neural Machine Translation

Yang Zhao, Jiajun Zhang, Chengqing Zong

Language Resources and Evaluation Conference (LREC)

DOI

2018

Empirical Exploring Word-Character Relationship for Chinese Sentence Representation

Shaonan Wang, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2018

MSMO: Multimodal Summarization with Multimodal Output

Junnan Zhu, Haoran Li, Tianshang Liu, Yu Ping Zhou, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

Three Strategies to Improve One-to-Many Multilingual Translation

Yining Wang, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

Addressing Troublesome Words in Neural Machine Translation

Yang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, Hua Ren Wu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

Associative Multichannel Autoencoder for Multimodal Word Representation

Shaonan Wang, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

A Comparable Study on Model Averaging, Ensembling and Reranking in NMT

Yuchen Liu, Long Zhou, Yining Wang, Yang Zhao, Jiajun Zhang, Chengqing Zong

Lecture notes in computer science

DOI

2018

Augmenting Neural Sentence Summarization Through Extractive Summarization

Junnan Zhu, Long Zhou, Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong

Lecture notes in computer science

DOI

2018

Review Headline Generation with User Embedding

Tianshang Liu, Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong

Lecture notes in computer science

DOI

2018

A Teacher-Student Framework for Maintainable Dialog Manager

Weikang Wang, Jiajun Zhang, Han Zhang, Mei-Yuh Hwang, Chengqing Zong, Zhifei Li

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

Look-Ahead Attention for Generation in Neural Machine Translation

Long Zhou, Jiajun Zhang, Chengqing Zong

Lecture notes in computer science

DOI

2017

Learning Sentence Representation with Guidance of Human Attention

Shaonan Wang, Jiajun Zhang, Chengqing Zong

International Joint Conference on Artificial Intelligence

DOI

2017

Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning

Haoran Li, Jiajun Zhang, Chengqing Zong

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2017

Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video

Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2017

Neural System Combination for Machine Translation

Long Zhou, Wenpeng Hu, Jiajun Zhang, Chengqing Zong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2017

Exploiting Word Internal Structures for Generic Chinese Sentence Representation

Shaonan Wang, Jiajun Zhang, Chengqing Zong

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2017

Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media

Chuanhai Dong, Huijia Wu, Jiajun Zhang, Chengqing Zong

Lecture notes in computer science

DOI

2017

Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT

Yining Wang, Long Zhou, Jiajun Zhang, Chengqing Zong

Communications in computer and information science

DOI

2017

Cost-Aware Learning Rate for Neural Machine Translation

Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong

Lecture notes in computer science

DOI

2016

Abstractive Cross-Language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing

Jiajun Zhang, Yu Zhou, Chengqing Zong

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2016

An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition

Xiaomian Kang, Haoran Li, Long Zhou, Jiajun Zhang, Chengqing Zong

DOI

2016

GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization

Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong

Lecture notes in computer science

DOI

2016

Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning

Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong

Lecture notes in computer science

DOI

精选作品

期刊论文

Instance-Aware Prompt Learning for Language Understanding and Generation

Transformer: A General Framework from Machine Translation to Others

Unified Prompt Learning Makes Pre-Trained Language Models Better Few-Shot Learners

Adapter Tuning With Task-Aware Attention Mechanism

Contrastive Adversarial Training for Multi-Modal Machine Translation

Topic-Oriented Dialogue Summarization

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning

Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts

Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients

Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only

Attention Analysis and Calibration for Transformer in Natural Language Generation

Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation

Parameter Differentiation Based Multilingual Neural Machine Translation

Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions

Learning Confidence for Transformer-based Neural Machine Translation

Enhancing Lexical Translation Consistency for Document-Level Neural Machine Translation

Dual-View Conditional Variational Auto-Encoder for Emotional Dialogue Generation

Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models

Graph-based Multimodal Ranking Models for Multimodal Summarization

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation

Synchronous Interactive Decoding for Multilingual Neural Machine Translation

CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization

Attention Calibration for Transformer in Neural Machine Translation

Entity-level Cross-modal Learning Improves Multi-modal Machine Translation

Exploiting Curriculum Learning in Unsupervised Neural Machine Translation

Neural machine translation: Challenges, progress and future

Deep Neural Network--based Machine Translation System Combination

Knowledge Graphs Enhanced Neural Machine Translation

Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation

Synchronous bidirectional inference for neural sequence generation

Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning

Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization

Multimodal Sentence Summarization via Multimodal Selective Encoding

Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity

Distill and Replay for Continual Language Learning

Touch Editing: A Flexible One-Time Interaction Approach for Translation

Improving Autoregressive NMT with Non-Autoregressive Model

Non-autoregressive Neural Machine Translation with Distortion Model

CASIA’s System for IWSLT 2020 Open Domain Translation

Quality Estimation for Machine Translation with Multi-granularity Interaction

End-to-End Speech Translation with Knowledge Distillation

NCLS: Neural Cross-Lingual Summarization

Sequence Generation: From Both Sides to the Middle

Synchronous Bidirectional Neural Machine Translation

A Compact and Language-Sensitive Multilingual Translation Method

Neural Name Translation Improves Neural Machine Translation

Incremental Learning from Scratch for Task-Oriented Dialogue Systems

Are You for Real? Detecting Identity Fraud via Dialogue Interactions

Synchronously Generating Two Languages with Interactive Decoding

Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference

Select the Best Translation from Different Systems Without Reference

Attention With Sparsity Regularization for Neural Machine Translation and Summarization

Input Method for Human Translators

Multi-modal Sentence Summarization with Modality Attention and Image Filtering

Phrase Table as Recommendation Memory for Neural Machine Translation

Exploiting Pre-Ordering for Neural Machine Translation

Empirical Exploring Word-Character Relationship for Chinese Sentence Representation

MSMO: Multimodal Summarization with Multimodal Output

Three Strategies to Improve One-to-Many Multilingual Translation

Addressing Troublesome Words in Neural Machine Translation

Associative Multichannel Autoencoder for Multimodal Word Representation

A Comparable Study on Model Averaging, Ensembling and Reranking in NMT

Augmenting Neural Sentence Summarization Through Extractive Summarization

Review Headline Generation with User Embedding

A Teacher-Student Framework for Maintainable Dialog Manager

Look-Ahead Attention for Generation in Neural Machine Translation

Learning Sentence Representation with Guidance of Human Attention

Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning

Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video

Neural System Combination for Machine Translation

Exploiting Word Internal Structures for Generic Chinese Sentence Representation

Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media

Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT

Cost-Aware Learning Rate for Neural Machine Translation

Abstractive Cross-Language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing

An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition

GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization

Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning