@proceedings{insights-ws-2025-1,
    title = "The Sixth Workshop on Insights from Negative Results in NLP",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.0/",
    doi = "10.18653/v1/2025.insights-1.0",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{ostheimer-etal-2025-challenging,
    title = "Challenging Assumptions in Learning Generic Text Style Embeddings",
    author = "Ostheimer, Phil  and
      Kloft, Marius  and
      Fellenz, Sophie",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.1/",
    doi = "10.18653/v1/2025.insights-1.1",
    pages = "1--6",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{berger-etal-2025-context,
    title = "In-Context Learning on a Budget: A Case Study in Token Classification",
    author = "Berger, Uri  and
      Baumel, Tal  and
      Stanovsky, Gabriel",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.2/",
    doi = "10.18653/v1/2025.insights-1.2",
    pages = "7--14",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{kang-etal-2025-reassessing,
    title = "Reassessing Graph Linearization for Sequence-to-sequence {AMR} Parsing: On the Advantages and Limitations of Triple-Based",
    author = "Kang, Jeongwoo  and
      Coavoux, Maximin  and
      Schwab, Didier  and
      Lopez, C{\'e}dric",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.3/",
    doi = "10.18653/v1/2025.insights-1.3",
    pages = "15--23",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{s-a-n-z-g-u-e-r-r-e-r-o-von-der-wense-2025-corrective,
    title = "Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models",
    author = "Sanz-Guerrero, Mario  and
      Von Der Wense, Katharina",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.4/",
    doi = "10.18653/v1/2025.insights-1.4",
    pages = "24--33",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{cyberey-etal-2025-prevalent,
    title = "Do Prevalent Bias Metrics Capture Allocational Harms from {LLM}s?",
    author = "Cyberey, Hannah  and
      Ji, Yangfeng  and
      Evans, David",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.5/",
    doi = "10.18653/v1/2025.insights-1.5",
    pages = "34--45",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{mondal-etal-2025-language,
    title = "Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer",
    author = "Mondal, Soumen Kumar  and
      Sen, Sayambhu  and
      Singhania, Abhishek  and
      Jyothi, Preethi",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.6/",
    doi = "10.18653/v1/2025.insights-1.6",
    pages = "46--62",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{schoch-ji-2025-monte,
    title = "{M}onte {C}arlo Sampling for Analyzing In-Context Examples",
    author = "Schoch, Stephanie  and
      Ji, Yangfeng",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.7/",
    doi = "10.18653/v1/2025.insights-1.7",
    pages = "63--78",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{zhang-pavlick-2025-training,
    title = "Does Training on Synthetic Data Make Models Less Robust?",
    author = "Zhang, Lingze  and
      Pavlick, Ellie",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.8/",
    doi = "10.18653/v1/2025.insights-1.8",
    pages = "79--85",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{koulogeorge-etal-2025-bridging,
    title = "Bridging the Faithfulness Gap in Prototypical Models",
    author = "Koulogeorge, Andrew  and
      Xie, Sean  and
      Hassanpour, Saeed  and
      Vosoughi, Soroush",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.9/",
    doi = "10.18653/v1/2025.insights-1.9",
    pages = "86--99",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{suzuki-etal-2025-aligning,
    title = "Aligning Sizes of Intermediate Layers by {L}o{RA} Adapter for Knowledge Distillation",
    author = "Suzuki, Takeshi  and
      Yamada, Hiroaki  and
      Tokunaga, Takenobu",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.10/",
    doi = "10.18653/v1/2025.insights-1.10",
    pages = "100--105",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{nagar-etal-2025-llms,
    title = "{LLM}s are not Zero-Shot Reasoners for Biomedical Information Extraction",
    author = "Nagar, Aishik  and
      Schlegel, Viktor  and
      Nguyen, Thanh-Tung  and
      Li, Hao  and
      Wu, Yuping  and
      Binici, Kuluhan  and
      Winkler, Stefan",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.11/",
    doi = "10.18653/v1/2025.insights-1.11",
    pages = "106--120",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{wang-etal-2025-exploring,
    title = "Exploring Limitations of {LLM} Capabilities with Multi-Problem Evaluation",
    author = "Wang, Zhengxiang  and
      Kodner, Jordan  and
      Rambow, Owen",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.12/",
    doi = "10.18653/v1/2025.insights-1.12",
    pages = "121--140",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{gupta-etal-2025-exploring,
    title = "Exploring Multimodal Language Models for Sustainability Disclosure Extraction: A Comparative Study",
    author = "Gupta, Tanay  and
      Goel, Tushar  and
      Verma, Ishan",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.13/",
    doi = "10.18653/v1/2025.insights-1.13",
    pages = "141--149",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{vigel-etal-2025-self,
    title = "Self Knowledge-Tracing for Tool Use ({SKT}-Tool): Helping {LLM} Agents Understand Their Capabilities in Tool Use",
    author = "Vigel, Joshua  and
      Cai, Renpei  and
      Chen, Eleanor  and
      Neema, Anish  and
      Liao, Austen  and
      Zhu, Kevin  and
      O{'}brien, Sean",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.14/",
    doi = "10.18653/v1/2025.insights-1.14",
    pages = "150--156",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{li-etal-2025-error,
    title = "Error Reflection Prompting: Can Large Language Models Successfully Understand Errors?",
    author = "Li, Jason  and
      Yraola, Lauren  and
      Zhu, Kevin  and
      O{'}brien, Sean",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.15/",
    doi = "10.18653/v1/2025.insights-1.15",
    pages = "157--170",
    ISBN = "979-8-89176-240-4"
}
@inproceedings{yang-etal-2025-evaluating,
    title = "Evaluating Robustness of {LLM}s to Numerical Variations in Mathematical Reasoning",
    author = "Yang, Yuli  and
      Yamada, Hiroaki  and
      Tokunaga, Takenobu",
    editor = "Drozd, Aleksandr  and
      Sedoc, Jo{\~a}o  and
      Tafreshi, Shabnam  and
      Akula, Arjun  and
      Shu, Raphael",
    booktitle = "The Sixth Workshop on Insights from Negative Results in NLP",
    month = may,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.insights-1.16/",
    doi = "10.18653/v1/2025.insights-1.16",
    pages = "171--180",
    ISBN = "979-8-89176-240-4"
}