@proceedings{sustainlp-2023-simple,
    title = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.0/"
}
@inproceedings{silwal-etal-2023-kwikbucks,
    title = "{K}wik{B}ucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals",
    author = "Silwal, Sandeep  and
      Ahmadian, Sara  and
      Nystrom, Andrew  and
      Mccallum, Andrew  and
      Ramachandran, Deepak  and
      Kazemi, Mehran",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.1/",
    doi = "10.18653/v1/2023.sustainlp-1.1",
    pages = "1--31"
}
@inproceedings{liu-etal-2023-semantic,
    title = "Semantic-Oriented Unlabeled Priming for Large-Scale Language Models",
    author = "Liu, Yanchen  and
      Schick, Timo  and
      Schtze, Hinrich",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.2/",
    doi = "10.18653/v1/2023.sustainlp-1.2",
    pages = "32--38"
}
@inproceedings{campos-etal-2023-oberta,
    title = "o{BERT}a: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes",
    author = "Campos, Daniel  and
      Marques, Alexandre  and
      Kurtz, Mark  and
      Xiang Zhai, Cheng",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.3/",
    doi = "10.18653/v1/2023.sustainlp-1.3",
    pages = "39--58"
}
@inproceedings{campos-etal-2023-quick,
    title = "Quick Dense Retrievers Consume {KALE}: Post Training {K}ullback{L}eibler Alignment of Embeddings for Asymmetrical dual encoders",
    author = "Campos, Daniel  and
      Magnani, Alessandro  and
      Zhai, Chengxiang",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.4/",
    doi = "10.18653/v1/2023.sustainlp-1.4",
    pages = "59--77"
}
@inproceedings{takase-kiyono-2023-lessons,
    title = "Lessons on Parameter Sharing across Layers in Transformers",
    author = "Takase, Sho  and
      Kiyono, Shun",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.5/",
    doi = "10.18653/v1/2023.sustainlp-1.5",
    pages = "78--90"
}
@inproceedings{campos-zhai-2023-asymmetry,
    title = "To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency",
    author = "Campos, Daniel  and
      Zhai, Chengxiang",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.6/",
    doi = "10.18653/v1/2023.sustainlp-1.6",
    pages = "91--109"
}
@inproceedings{liu-etal-2023-small,
    title = "Small is the New Big: Pre-finetuned compact models are better for Asynchronous Active Learning",
    author = "Liu, Dantong  and
      Pavani, Kaushik  and
      Dasgupta, Sunny",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.7/",
    doi = "10.18653/v1/2023.sustainlp-1.7",
    pages = "110--120"
}
@inproceedings{shah-etal-2023-adept,
    title = "{ADEPT}: Adapter-based Efficient Prompt Tuning Approach for Language Models",
    author = "Shah, Aditya  and
      Thapa, Surendrabikram  and
      Jain, Aneesh  and
      Huang, Lifu",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.8/",
    doi = "10.18653/v1/2023.sustainlp-1.8",
    pages = "121--128"
}
@inproceedings{attendu-corbeil-2023-nlu,
    title = "{NLU} on Data Diets: Dynamic Data Subset Selection for {NLP} Classification Tasks",
    author = "Attendu, Jean-michel  and
      Corbeil, Jean-philippe",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.9/",
    doi = "10.18653/v1/2023.sustainlp-1.9",
    pages = "129--146"
}
@inproceedings{zhang-etal-2023-interactions,
    title = "On the Interactions of Structural Constraints and Data Resources for Structured Prediction",
    author = "Zhang, Zhisong  and
      Strubell, Emma  and
      Hovy, Eduard",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.10/",
    doi = "10.18653/v1/2023.sustainlp-1.10",
    pages = "147--157"
}
@inproceedings{niklaus-giofre-2023-pretrain,
    title = "Can we Pretrain a {S}ot{A} Legal Language Model on a Budget From Scratch?",
    author = "Niklaus, Joel  and
      Giofre, Daniele",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.11/",
    doi = "10.18653/v1/2023.sustainlp-1.11",
    pages = "158--182"
}
@inproceedings{lyu-etal-2023-video,
    title = "Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering",
    author = "Lyu, Chenyang  and
      Ji, Tianbo  and
      Graham, Yvette  and
      Foster, Jennifer",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.12/",
    doi = "10.18653/v1/2023.sustainlp-1.12",
    pages = "183--189"
}
@inproceedings{xu-etal-2023-unleash,
    title = "How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?",
    author = "Xu, Xin  and
      Zhu, Yuqi  and
      Wang, Xiaohan  and
      Zhang, Ningyu",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.13/",
    doi = "10.18653/v1/2023.sustainlp-1.13",
    pages = "190--200"
}
@inproceedings{mohta-2023-prompting,
    title = "Prompting language models improves performance in imbalanced setting",
    author = "Mohta, Jay",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.14/",
    doi = "10.18653/v1/2023.sustainlp-1.14",
    pages = "201--211"
}
@inproceedings{mckenna-sen-2023-kgqa,
    title = "{KGQA} Without Retraining",
    author = "Mckenna, Nick  and
      Sen, Priyanka",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.15/",
    doi = "10.18653/v1/2023.sustainlp-1.15",
    pages = "212--218"
}
@inproceedings{sonkar-etal-2023-maner,
    title = "{MANER}: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages",
    author = "Sonkar, Shashank  and
      Wang, Zichao  and
      Baraniuk, Richard",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.16/",
    doi = "10.18653/v1/2023.sustainlp-1.16",
    pages = "219--226"
}
@inproceedings{tang-etal-2023-efficient,
    title = "Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning",
    author = "Tang, Peggy  and
      Gao, Junbin  and
      Zhang, Lei  and
      Wang, Zhiyong",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.17/",
    doi = "10.18653/v1/2023.sustainlp-1.17",
    pages = "227--238"
}
@inproceedings{szumel-etal-2023-exploring,
    title = "Exploring the Effect of Frequency Resolution in {FN}et",
    author = "Szumel, Gregory  and
      Khalighinejad, Ghazal  and
      Stureborg, Rickard  and
      Wiseman, Sam",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.18/",
    doi = "10.18653/v1/2023.sustainlp-1.18",
    pages = "239--244"
}
@inproceedings{anagnostopoulou-etal-2023-towards,
    title = "Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory",
    author = "Anagnostopoulou, Aliki  and
      Hartmann, Mareike  and
      Sonntag, Daniel",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.19/",
    doi = "10.18653/v1/2023.sustainlp-1.19",
    pages = "245--256"
}
@inproceedings{agrawal-singh-2023-corpus,
    title = "Corpus Complexity Matters in Pretraining Language Models",
    author = "Agrawal, Ameeta  and
      Singh, Suresh",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.20/",
    doi = "10.18653/v1/2023.sustainlp-1.20",
    pages = "257--263"
}
@inproceedings{han-etal-2023-personapkt,
    title = "{P}ersona{PKT}: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer",
    author = "Han, Xu  and
      Guo, Bin  and
      Jung, Yoon  and
      Yao, Benjamin  and
      Zhang, Yu  and
      Liu, Xiaohu  and
      Guo, Chenlei",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.21/",
    doi = "10.18653/v1/2023.sustainlp-1.21",
    pages = "264--273"
}
@inproceedings{jawahar-etal-2023-small,
    title = "Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints",
    author = "Jawahar, Ganesh  and
      Mukherjee, Subhabrata  and
      Dey, Debadeepta  and
      Abdul-mageed, Muhammad  and
      Lakshmanan, V.s., Laks  and
      Mendes, Caio  and
      De Rosa, Gustavo  and
      Shah, Shital",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.22/",
    doi = "10.18653/v1/2023.sustainlp-1.22",
    pages = "274--289"
}
@inproceedings{wang-hong-2023-query,
    title = "Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency",
    author = "Wang, Yuxuan  and
      Hong, Lyu",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.23/",
    doi = "10.18653/v1/2023.sustainlp-1.23",
    pages = "290--298"
}
@inproceedings{kruit-2023-minimalist,
    title = "Minimalist Entity Disambiguation for Mid-Resource Languages",
    author = "Kruit, Benno",
    editor = "Sadat Moosavi, Nafise  and
      Gurevych, Iryna  and
      Hou, Yufang  and
      Kim, Gyuwan  and
      Kim, Young Jin  and
      Schuster, Tal  and
      Agrawal, Ameeta",
    booktitle = "Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.sustainlp-1.24/",
    doi = "10.18653/v1/2023.sustainlp-1.24",
    pages = "299--306"
}