@proceedings{insights-2024-insights,
    title = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.0/"
}
@inproceedings{ye-etal-2024-mosecrot,
    title = "{M}o{SEC}ro{T}: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer",
    author = {Ye, Haotian  and
      Liu, Yihong  and
      Ma, Chunlan  and
      Sch{\"u}tze, Hinrich},
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.1/",
    doi = "10.18653/v1/2024.insights-1.1",
    pages = "1--7"
}
@inproceedings{garcia-de-herreros-etal-2024-explains,
    title = "What explains the success of cross-modal fine-tuning with {ORCA}?",
    author = "Garc{\'i}a-de-Herreros, Paloma  and
      Gautam, Vagrant  and
      Slusallek, Philipp  and
      Klakow, Dietrich  and
      Mosbach, Marius",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.2/",
    doi = "10.18653/v1/2024.insights-1.2",
    pages = "8--16"
}
@inproceedings{gonzalez-gutierrez-etal-2024-fine,
    title = "Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much",
    author = "Gonzalez - Gutierrez, Cesar  and
      Primadhanty, Audi  and
      Cazzaro, Francesco  and
      Quattoni, Ariadna",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.3/",
    doi = "10.18653/v1/2024.insights-1.3",
    pages = "17--24"
}
@inproceedings{sanchez-carmona-etal-2024-well,
    title = "How Well Can a Genetic Algorithm Fine-tune Transformer Encoders? A First Approach",
    author = "Sanchez Carmona, Vicente Ivan  and
      Jiang, Shanshan  and
      Dong, Bin",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.4/",
    doi = "10.18653/v1/2024.insights-1.4",
    pages = "25--33"
}
@inproceedings{mickus-etal-2024-attention,
    title = "{I} Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures",
    author = "Mickus, Timothee  and
      Vazquez, Raul  and
      Attieh, Joseph",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.5/",
    doi = "10.18653/v1/2024.insights-1.5",
    pages = "34--40"
}
@inproceedings{bui-etal-2024-knowledge,
    title = "Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget",
    author = "Bui, Minh Duc  and
      Schmidt, Fabian  and
      Glava{\v{s}}, Goran  and
      Von Der Wense, Katharina",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.6/",
    doi = "10.18653/v1/2024.insights-1.6",
    pages = "41--47"
}
@inproceedings{cognetta-etal-2024-analysis,
    title = "An Analysis of {BPE} Vocabulary Trimming in Neural Machine Translation",
    author = "Cognetta, Marco  and
      Hiraoka, Tatsuya  and
      Sennrich, Rico  and
      Pinter, Yuval  and
      Okazaki, Naoaki",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.7/",
    doi = "10.18653/v1/2024.insights-1.7",
    pages = "48--50"
}
@inproceedings{armengol-estape-etal-2024-limits,
    title = "On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization",
    author = "Armengol - Estape, Jordi  and
      Michalski, Vincent  and
      Kumar, Ramnath  and
      St-Charles, Pierre - Luc  and
      Precup, Doina  and
      Ebrahimi Kahou, Samira",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.8/",
    doi = "10.18653/v1/2024.insights-1.8",
    pages = "51--59"
}
@inproceedings{bafna-etal-2024-pointer,
    title = "Pointer-Generator Networks for Low-Resource Machine Translation: Don{'}t Copy That!",
    author = "Bafna, Niyati  and
      Koehn, Philipp  and
      Yarowsky, David",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.9/",
    doi = "10.18653/v1/2024.insights-1.9",
    pages = "60--72"
}
@inproceedings{cunha-etal-2024-imaginary,
    title = "Imaginary Numbers! Evaluating Numerical Referring Expressions by Neural End-to-End Surface Realization Systems",
    author = "Cunha, Rossana  and
      Chinonso, Osuji  and
      Campos, Jo{\~a}o  and
      Timoney, Brian  and
      Davis, Brian  and
      Cozman, Fabio  and
      Pagano, Adriana  and
      Castro Ferreira, Thiago",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.10/",
    doi = "10.18653/v1/2024.insights-1.10",
    pages = "73--81"
}
@inproceedings{breidenstein-labeau-2024-using,
    title = "Using Locally Learnt Word Representations for better Textual Anomaly Detection",
    author = "Breidenstein, Alicia  and
      Labeau, Matthieu",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.11/",
    doi = "10.18653/v1/2024.insights-1.11",
    pages = "82--91"
}
@inproceedings{nathan-etal-2024-probing,
    title = "Can probing classifiers reveal the learning by contact center large language models?: No, it doesn{'}t!",
    author = "Nathan, Varun  and
      Kumar, Ayush  and
      Ingle, Digvijay",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.12/",
    doi = "10.18653/v1/2024.insights-1.12",
    pages = "92--100"
}
@inproceedings{vijay-hershcovich-2024-abstract,
    title = "Can {A}bstract {M}eaning {R}epresentation Facilitate Fair Legal Judgement Predictions?",
    author = "Vijay, Supriti  and
      Hershcovich, Daniel",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.13/",
    doi = "10.18653/v1/2024.insights-1.13",
    pages = "101--109"
}
@inproceedings{jin-etal-2024-winoviz,
    title = "{WINOVIZ}: Probing Visual Properties of Objects Under Different States",
    author = "Jin, Woojeong  and
      Srinivasan, Tejas  and
      Thomason, Jesse  and
      Ren, Xiang",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.14/",
    doi = "10.18653/v1/2024.insights-1.14",
    pages = "110--123"
}
@inproceedings{srivatsa-etal-2024-harnessing,
    title = "Harnessing the Power of Multiple Minds: Lessons Learned from {LLM} Routing",
    author = "Srivatsa, Kv Aditya  and
      Maurya, Kaushal  and
      Kochmar, Ekaterina",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.15/",
    doi = "10.18653/v1/2024.insights-1.15",
    pages = "124--134"
}
@inproceedings{devanathan-etal-2024-paradox,
    title = "The Paradox of Preference: A Study on {LLM} Alignment Algorithms and Data Acquisition Methods",
    author = "Devanathan, Rishikesh  and
      Nathan, Varun  and
      Kumar, Ayush",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.16/",
    doi = "10.18653/v1/2024.insights-1.16",
    pages = "135--147"
}
@inproceedings{bogoychev-etal-2024-ups,
    title = "The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics",
    author = "Bogoychev, Nikolay  and
      Chen, Pinzhen  and
      Haddow, Barry  and
      Birch, Alexandra",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.17/",
    doi = "10.18653/v1/2024.insights-1.17",
    pages = "148--153"
}
@inproceedings{eichel-schulte-im-walde-2024-multi,
    title = "Multi-Task Learning with Adapters for Plausibility Prediction: Bridging the Gap or Falling into the Trenches?",
    author = "Eichel, Annerose  and
      Schulte Im Walde, Sabine",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.18/",
    doi = "10.18653/v1/2024.insights-1.18",
    pages = "154--168"
}
@inproceedings{mohammadshahi-etal-2024-investigating,
    title = "Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models",
    author = "Mohammadshahi, Alireza  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Tafreshi, Shabnam  and
      Akula, Arjun  and
      Sedoc, Jo{\~a}o  and
      Drozd, Aleksandr  and
      Rogers, Anna  and
      Rumshisky, Anna",
    booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/manual-author-scripts/2024.insights-1.19/",
    doi = "10.18653/v1/2024.insights-1.19",
    pages = "169--180"
}