Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization.

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[DOI]

Weixiao Zhou

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering.

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[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization.

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[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

A Hybrid Approach towards Chinese Spelling and Splitting Error Correction.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

DIUSum: Dynamic Image Utilization for Multimodal Summarization.

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[DOI]

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

2023

Topic-Oriented Dialogue Summarization.

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[DOI]

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.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

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

[BibT_eX]

[DOI]

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

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

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[DOI]

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.

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[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

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.

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[DOI]

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

Robust Cross-lingual Task-oriented Dialogue.

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[DOI]

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

Zero-Shot Deployment for Cross-Lingual Dialogue System.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

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

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[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

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

[BibT_eX]

[DOI]

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

2020

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

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[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

Multimodal Sentence Summarization via Multimodal Selective Encoding.

[BibT_eX]

[DOI]

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

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

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[DOI]

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

Multimodal Summarization with Guidance of Multimodal Reference.

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[DOI]

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

Keywords-Guided Abstractive Sentence Summarization.

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[DOI]

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.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2019

NCLS: Neural Cross-Lingual Summarization.

[BibT_eX]

[DOI]

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.

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[DOI]

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

MSMO: Multimodal Summarization with Multimodal Output.

[BibT_eX]