@proceedings{newsum-ws-2025-main,
    title = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.0/",
    doi = "10.18653/v1/2025.newsum-main.0",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{li-etal-2025-llm-judge,
    title = "{LLM}-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts",
    author = "Li, Zongxia  and
      Wu, Xiyang  and
      Mondal, Ishani  and
      Siu, Alexa  and
      Boyd-Graber, Jordan Lee  and
      Nenkova, Ani",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.1/",
    doi = "10.18653/v1/2025.newsum-main.1",
    pages = "1--16",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{li-etal-2025-hierarchical-attention,
    title = "Hierarchical Attention Adapter for Abstractive Dialogue Summarization",
    author = "Li, Raymond  and
      Li, Chuyuan  and
      Murray, Gabriel  and
      Carenini, Giuseppe",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.2/",
    doi = "10.18653/v1/2025.newsum-main.2",
    pages = "17--30",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{suresh-etal-2025-cs,
    title = "{CS}-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models",
    author = "Suresh, Sathya Krishnan  and
      Surana, Tanmay  and
      Hao, Lim Zhi  and
      Chng, Eng Siong",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.3/",
    doi = "10.18653/v1/2025.newsum-main.3",
    pages = "31--47",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{zeweniuk-etal-2025-beyond,
    title = "Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning",
    author = "Zeweniuk, Nathan  and
      Ernst, Ori  and
      Cheung, Jackie CK",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.4/",
    doi = "10.18653/v1/2025.newsum-main.4",
    pages = "48--58",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{palmieri-ji-2025-improving,
    title = "Improving Aspect-Based Summarization via Contrastive Learning with Anchored Negative Examples",
    author = "Palmieri, Elizabeth  and
      Ji, Yangfeng",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.5/",
    doi = "10.18653/v1/2025.newsum-main.5",
    pages = "59--73",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{huang-etal-2025-refer,
    title = "{REFER}: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting",
    author = "Huang, Nannan  and
      Fayek, Haytham M.  and
      Zhang, Xiuzhen",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.6/",
    doi = "10.18653/v1/2025.newsum-main.6",
    pages = "74--93",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{fu-etal-2025-dacp,
    title = "{DACP}: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization",
    author = "Fu, Xue-Yong  and
      Khasanova, Elena  and
      Laskar, Md Tahmid Rahman  and
      Saini, Harsh  and
      Tn, Shashi Bhushan",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.7/",
    doi = "10.18653/v1/2025.newsum-main.7",
    pages = "94--101",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{achkar-etal-2025-keyterms,
    title = "From Keyterms to Context: Exploring Topic Description Generation in Scientific Corpora",
    author = "Achkar, Pierre  and
      Murugaboopathy, Satiyabooshan  and
      Kreuter, Anne  and
      Gollub, Tim  and
      Potthast, Martin  and
      Campbell, Yuri",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.8/",
    doi = "10.18653/v1/2025.newsum-main.8",
    pages = "102--122",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{orshansky-etal-2025-hallutree,
    title = "{H}allu{T}ree: Explainable Multi-Hop Hallucination Detection for Abstractive Summarization",
    author = "Orshansky, Daniel  and
      Oomen, Oskar  and
      Agarwal, Naaisha  and
      Lagasse, Ryan",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.9/",
    doi = "10.18653/v1/2025.newsum-main.9",
    pages = "123--134",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{cao-etal-2025-multi2,
    title = "Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing",
    author = "Cao, Juntai  and
      Zhang, Xiang  and
      Li, Raymond  and
      Wei, Jiaqi  and
      Li, Chuyuan  and
      Joty, Shafiq  and
      Carenini, Giuseppe",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.10/",
    doi = "10.18653/v1/2025.newsum-main.10",
    pages = "135--156",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{zhang-2025-bridging,
    title = "Bridging Multimodal and Video Summarization: A Unified Survey",
    author = "Zhang, Haopeng",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.11/",
    doi = "10.18653/v1/2025.newsum-main.11",
    pages = "157--171",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{gupta-etal-2025-advsumm,
    title = "{A}dv{S}umm: Adversarial Training for Bias Mitigation in Text Summarization",
    author = "Gupta, Mukur  and
      Varimalla, Nikhil Reddy  and
      Deas, Nicholas  and
      Subbiah, Melanie  and
      McKeown, Kathleen",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.12/",
    doi = "10.18653/v1/2025.newsum-main.12",
    pages = "172--182",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{rao-etal-2025-nsf,
    title = "{NSF}-{S}ci{F}y: Mining the {NSF} Awards Database for Scientific Claims",
    author = "Rao, Delip  and
      You, Weiqiu  and
      Wong, Eric  and
      Callison-Burch, Chris",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.13/",
    doi = "10.18653/v1/2025.newsum-main.13",
    pages = "183--198",
    ISBN = "979-8-89176-337-1"
}
@inproceedings{sinha-2025-qa,
    title = "{QA}-prompting: Improving Summarization with Large Language Models using Question-Answering",
    author = "Sinha, Neelabh",
    editor = "Dong, Yue  and
      Xiao, Wen  and
      Zhang, Haopeng  and
      Zhang, Rui  and
      Ernst, Ori  and
      Wang, Lu  and
      Liu, Fei",
    booktitle = "Proceedings of The 5th New Frontiers in Summarization Workshop",
    month = nov,
    year = "2025",
    address = "Hybrid",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.newsum-main.14/",
    doi = "10.18653/v1/2025.newsum-main.14",
    pages = "199--212",
    ISBN = "979-8-89176-337-1"
}