Junnan Zhu

According to our database, Junnan Zhu authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DIUSum: Dynamic Image Utilization for Multimodal Summarization.

Min Xiao, Junnan Zhu, Feifei Zhai, Yu Zhou, Chengqing Zong

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Topic-Oriented Dialogue Summarization.

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

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Zero-shot language extension for dialogue state tracking via pre-trained models and multi-auxiliary-tasks fine-tuning.

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

Knowl. Based Syst., 2023

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization.

Weixiao Zhou, Gengyao Li, Xianfu Cheng, Xinnian Liang, Junnan Zhu, Feifei Zhai, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization.

Min Xiao, Junnan Zhu, Haitao Lin, Yu Zhou, Chengqing Zong

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation.

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

CoRR, 2022

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

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Graph-based Multimodal Ranking Models for Multimodal Summarization.

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

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Robust Cross-lingual Task-oriented Dialogue.

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

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Zero-Shot Deployment for Cross-Lingual Dialogue System.

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

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch.

Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

Proceedings of the 9th International Conference on Learning Representations, 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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Bridging the Modality Gap for Speech-to-Text Translation.

Yuchen Liu, Junnan Zhu, Jiajun Zhang, Chengqing Zong

CoRR, 2020

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

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Multimodal Sentence Summarization via Multimodal Selective Encoding.

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Junnan Zhu, Yu Zhou, Jiajun Zhang, Chengqing Zong

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multimodal Summarization with Guidance of Multimodal Reference.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Keywords-Guided Abstractive Sentence Summarization.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video.

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

IEEE Trans. Knowl. Data Eng., 2019

NCLS: Neural Cross-Lingual Summarization.

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Multi-modal Sentence Summarization with Modality Attention and Image Filtering.

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

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

MSMO: Multimodal Summarization with Multimodal Output.

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization.

Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Review Headline Generation with User Embedding.

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

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

2017

Augmenting Neural Sentence Summarization Through Extractive Summarization.

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

Proceedings of the Natural Language Processing and Chinese Computing, 2017

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

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

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017