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@inproceedings{DBLP:conf/sustainlp/AgrawalS23,
author = {Ameeta Agrawal and
Suresh Singh},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Corpus Complexity Matters in Pretraining Language Models},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {257--263},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.20},
doi = {10.18653/V1/2023.SUSTAINLP-1.20},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/AgrawalS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/AnagnostopoulouHS23,
author = {Aliki Anagnostopoulou and
Mareike Hartmann and
Daniel Sonntag},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Towards Adaptable and Interactive Image Captioning with Data Augmentation
and Episodic Memory},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {245--256},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.19},
doi = {10.18653/V1/2023.SUSTAINLP-1.19},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/AnagnostopoulouHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/AttenduC23,
author = {Jean{-}Michel Attendu and
Jean{-}Philippe Corbeil},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {{NLU} on Data Diets: Dynamic Data Subset Selection for {NLP} Classification
Tasks},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {129--146},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.9},
doi = {10.18653/V1/2023.SUSTAINLP-1.9},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/AttenduC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/CamposMKZ23,
author = {Daniel Campos and
Alexandre Marques and
Mark Kurtz and
ChengXiang Zhai},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {oBERTa: Improving Sparse Transfer Learning via improved initialization,
distillation, and pruning regimes},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {39--58},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.3},
doi = {10.18653/V1/2023.SUSTAINLP-1.3},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/CamposMKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/CamposMZ23,
author = {Daniel Campos and
Alessandro Magnani and
Chengxiang Zhai},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Quick Dense Retrievers Consume {KALE:} Post Training KullbackLeibler
Alignment of Embeddings for Asymmetrical dual encoders},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {59--77},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.4},
doi = {10.18653/V1/2023.SUSTAINLP-1.4},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/CamposMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/CamposZ23,
author = {Daniel Campos and
Chengxiang Zhai},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence
Models for Improved Inference Efficiency},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {91--109},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.6},
doi = {10.18653/V1/2023.SUSTAINLP-1.6},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/CamposZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/HanGJYZLG23,
author = {Xu Han and
Bin Guo and
Yoon Jung and
Benjamin Yao and
Yu Zhang and
Xiaohu Liu and
Chenlei Guo},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient
Knowledge Transfer},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {264--273},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.21},
doi = {10.18653/V1/2023.SUSTAINLP-1.21},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/HanGJYZLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/JawaharMDALMRS23,
author = {Ganesh Jawahar and
Subhabrata Mukherjee and
Debadeepta Dey and
Muhammad Abdul{-}Mageed and
Laks V. S. Lakshmanan and
Caio C. T. Mendes and
Gustavo Henrique de Rosa and
Shital Shah},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Small Character Models Match Large Word Models for Autocomplete Under
Memory Constraints},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {274--289},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.22},
doi = {10.18653/V1/2023.SUSTAINLP-1.22},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/JawaharMDALMRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/Kruit23,
author = {Benno Kruit},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Minimalist Entity Disambiguation for Mid-Resource Languages},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {299--306},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.24},
doi = {10.18653/V1/2023.SUSTAINLP-1.24},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/Kruit23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/LiuPD23,
author = {Dantong Liu and
Kaushik Pavani and
Sunny Dasgupta},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Small is the New Big: Pre-finetuned compact models are better for
Asynchronous Active Learning},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {110--120},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.7},
doi = {10.18653/V1/2023.SUSTAINLP-1.7},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/LiuPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/LiuSS23,
author = {Yanchen Liu and
Timo Schick and
Hinrich Sch{\"{u}}tze},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Semantic-Oriented Unlabeled Priming for Large-Scale Language Models},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {32--38},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.2},
doi = {10.18653/V1/2023.SUSTAINLP-1.2},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/LiuSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/LyuJGF23,
author = {Chenyang Lyu and
Tianbo Ji and
Yvette Graham and
Jennifer Foster},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Is a Video worth n n Images? {A} Highly Efficient Approach to Transformer-based
Video Question Answering},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {183--189},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.12},
doi = {10.18653/V1/2023.SUSTAINLP-1.12},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/LyuJGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/McKennaS23,
author = {Nick McKenna and
Priyanka Sen},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {{KGQA} Without Retraining},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {212--218},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.15},
doi = {10.18653/V1/2023.SUSTAINLP-1.15},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/McKennaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/Mohta23,
author = {Jay Mohta},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Prompting language models improves performance in imbalanced setting},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {201--211},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.14},
doi = {10.18653/V1/2023.SUSTAINLP-1.14},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/Mohta23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/NiklausG23,
author = {Joel Niklaus and
Daniele Giofr{\'{e}}},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Can we Pretrain a SotA Legal Language Model on a Budget From Scratch?},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {158--182},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.11},
doi = {10.18653/V1/2023.SUSTAINLP-1.11},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/NiklausG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/ShahTJH23,
author = {Aditya Shah and
Surendrabikram Thapa and
Aneesh Jain and
Lifu Huang},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {{ADEPT:} Adapter-based Efficient Prompt Tuning Approach for Language
Models},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {121--128},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.8},
doi = {10.18653/V1/2023.SUSTAINLP-1.8},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/ShahTJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/SilwalANMRK23,
author = {Sandeep Silwal and
Sara Ahmadian and
Andrew Nystrom and
Andrew McCallum and
Deepak Ramachandran and
Seyed Mehran Kazemi},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong
Signals},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {1--31},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.1},
doi = {10.18653/V1/2023.SUSTAINLP-1.1},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/SilwalANMRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/SonkarWB23,
author = {Shashank Sonkar and
Zichao Wang and
Richard G. Baraniuk},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {{MANER:} Mask Augmented Named Entity Recognition for Extreme Low-Resource
Languages},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {219--226},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.16},
doi = {10.18653/V1/2023.SUSTAINLP-1.16},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/SonkarWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/SzumelKSW23,
author = {Gregory Szumel and
Ghazal Khalighinejad and
Rickard Stureborg and
Sam Wiseman},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Exploring the Effect of Frequency Resolution in FNet},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {239--244},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.18},
doi = {10.18653/V1/2023.SUSTAINLP-1.18},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/SzumelKSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/TakaseK23,
author = {Sho Takase and
Shun Kiyono},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Lessons on Parameter Sharing across Layers in Transformers},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {78--90},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.5},
doi = {10.18653/V1/2023.SUSTAINLP-1.5},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/TakaseK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/TangGZW23,
author = {Peggy Tang and
Junbin Gao and
Lei Zhang and
Zhiyong Wang},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Efficient and Interpretable Compressive Text Summarisation with Unsupervised
Dual-Agent Reinforcement Learning},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {227--238},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.17},
doi = {10.18653/V1/2023.SUSTAINLP-1.17},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/TangGZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/WangL23,
author = {Yuxuan Wang and
Hong Lyu},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Query Encoder Distillation via Embedding Alignment is a Strong Baseline
Method to Boost Dense Retriever Online Efficiency},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {290--298},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.23},
doi = {10.18653/V1/2023.SUSTAINLP-1.23},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/WangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/XuZWZ23,
author = {Xin Xu and
Yuqi Zhu and
Xiaohan Wang and
Ningyu Zhang},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {How to Unleash the Power of Large Language Models for Few-shot Relation
Extraction?},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {190--200},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.13},
doi = {10.18653/V1/2023.SUSTAINLP-1.13},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/XuZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/ZhangSH23,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {On the Interactions of Structural Constraints and Data Resources for
Structured Prediction},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {147--157},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.10},
doi = {10.18653/V1/2023.SUSTAINLP-1.10},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/ZhangSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sustainlp/2023,
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://aclanthology.org/volumes/2023.sustainlp-1/},
isbn = {978-1-959429-79-1},
timestamp = {Thu, 12 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0002021,
author = {Sungho Jeon and
Michael Strube},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Countering the Influence of Essay Length in Neural Essay Scoring},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {32--38},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.4},
doi = {10.18653/V1/2021.SUSTAINLP-1.4},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0002021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AgrawalSSS21,
author = {Ameeta Agrawal and
Suresh Singh and
Lauren Schneider and
Michael Samuels},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {On the Role of Corpus Ordering in Language Modeling},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {142--154},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.15},
doi = {10.18653/V1/2021.SUSTAINLP-1.15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/AgrawalSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BannourGNL21,
author = {Nesrine Bannour and
Sahar Ghannay and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
Anne{-}Laure Ligozat},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Evaluating the carbon footprint of {NLP} methods: a survey and analysis
of existing tools},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {11--21},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.2},
doi = {10.18653/V1/2021.SUSTAINLP-1.2},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BannourGNL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChavannesKRD21,
author = {Lucas H{\o}yberg Puvis de Chavannes and
Mads Guldborg Kjeldgaard Kongsbak and
Timmie Rantzau and
Leon Derczynski},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Hyperparameter Power Impact in Transformer Language Model Training},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {96--118},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.12},
doi = {10.18653/V1/2021.SUSTAINLP-1.12},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChavannesKRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GlenskiSMA21,
author = {Maria Glenski and
William Sealy and
Kate Miller and
Dustin Arendt},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Improving Synonym Recommendation Using Sentence Context},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {74--78},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.9},
doi = {10.18653/V1/2021.SUSTAINLP-1.9},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GlenskiSMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Gupta021,
author = {Ankur Gupta and
Vivek Gupta},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Unsupervised Contextualized Document Representation},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {166--173},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.17},
doi = {10.18653/V1/2021.SUSTAINLP-1.17},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Gupta021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuptaDGCB21,
author = {Ankit Gupta and
Guy Dar and
Shaya Goodman and
David Ciprut and
Jonathan Berant},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Memory-efficient Transformers via Top-k Attention},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {39--52},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.5},
doi = {10.18653/V1/2021.SUSTAINLP-1.5},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GuptaDGCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HeSMZ0K21,
author = {Haoyu He and
Xingjian Shi and
Jonas Mueller and
Sheng Zha and
Mu Li and
George Karypis},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Distiller: {A} Systematic Study of Model Distillation Methods in Natural
Language Processing},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {119--133},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.13},
doi = {10.18653/V1/2021.SUSTAINLP-1.13},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HeSMZ0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuZYSP21,
author = {Yi Liu and
Guoan Zhang and
Puning Yu and
Jianlin Su and
Shengfeng Pan},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {BioCopy: {A} Plug-And-Play Span Copy Mechanism in Seq2Seq Models},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {53--57},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.6},
doi = {10.18653/V1/2021.SUSTAINLP-1.6},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuZYSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PengBTLSCN21,
author = {Zilun Peng and
Akshay Budhkar and
Ilana Tuil and
Jason Levy and
Parinaz Sobhani and
Raphael Cohen and
Jumana Nassour},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Shrinking Bigfoot: Reducing wav2vec 2.0 footprint},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {134--141},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.14},
doi = {10.18653/V1/2021.SUSTAINLP-1.14},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PengBTLSCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SachidanandaKL21,
author = {Vin Sachidananda and
Jason S. Kessler and
Yi'an Lai},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Efficient Domain Adaptation of Language Models via Adaptive Tokenization},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {155--165},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.16},
doi = {10.18653/V1/2021.SUSTAINLP-1.16},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SachidanandaKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SidiropoulosVVK21,
author = {Georgios Sidiropoulos and
Nikos Voskarides and
Svitlana Vakulenko and
Evangelos Kanoulas},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Combining Lexical and Dense Retrieval for Computationally Efficient
Multi-hop Question Answering},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {58--63},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.7},
doi = {10.18653/V1/2021.SUSTAINLP-1.7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SidiropoulosVVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SoltanKH21,
author = {Saleh Soltan and
Haidar Khan and
Wael Hamza},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Limitations of Knowledge Distillation for Zero-shot Transfer Learning},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {22--31},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.3},
doi = {10.18653/V1/2021.SUSTAINLP-1.3},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SoltanKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TorbarinaMSRK21,
author = {Lovre Torbarina and
Velimir Mihelcic and
Bruno Sarlija and
Lukasz Roguski and
Zeljko Kraljevic},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Speeding Up Transformer Training By Using Dataset Subsampling - An
Exploratory Analysis},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {86--95},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.11},
doi = {10.18653/V1/2021.SUSTAINLP-1.11},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TorbarinaMSRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangHYM021,
author = {Gengyu Wang and
Xiaochen Hou and
Diyi Yang and
Kathleen R. McKeown and
Jing Huang},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Semantic Categorization of Social Knowledge for Commonsense Question
Answering},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {79--85},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.10},
doi = {10.18653/V1/2021.SUSTAINLP-1.10},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangHYM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangHLFL21,
author = {Yue Zhang and
Chengcheng Hu and
Yuqi Liu and
Hui Fang and
Jimmy Lin},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs
in Multi-Stage Ranking},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {64--73},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.8},
doi = {10.18653/V1/2021.SUSTAINLP-1.8},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangHLFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouKCF21,
author = {Zachary Zhou and
Jeffery Kline and
Devin Conathan and
Glenn Fung},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Low Resource Quadratic Forms for Knowledge Graph Embeddings},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {1--10},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.1},
doi = {10.18653/V1/2021.SUSTAINLP-1.1},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouKCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2021sustainlp,
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://aclanthology.org/volumes/2021.sustainlp-1/},
isbn = {978-1-955917-01-8},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/2021sustainlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AbdaouiPS20,
author = {Amine Abdaoui and
Camille Pradel and
Gr{\'{e}}goire Sigel},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Load What You Need: Smaller Versions of Mutililingual {BERT}},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {119--123},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.16},
doi = {10.18653/V1/2020.SUSTAINLP-1.16},
timestamp = {Thu, 22 Sep 2022 17:53:15 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AbdaouiPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AwasthyBKF20,
author = {Parul Awasthy and
Bishwaranjan Bhattacharjee and
John R. Kender and
Radu Florian},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Predictive Model Selection for Transfer Learning in Sequence Labeling
Tasks},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {113--118},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.15},
doi = {10.18653/V1/2020.SUSTAINLP-1.15},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AwasthyBKF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CaoBB20,
author = {Qingqing Cao and
Aruna Balasubramanian and
Niranjan Balasubramanian},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Towards Accurate and Reliable Energy Measurement of {NLP} Models},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {141--148},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.19},
doi = {10.18653/V1/2020.SUSTAINLP-1.19},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/CaoBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChoiJYH20,
author = {Seungtaek Choi and
Myeongho Jeong and
Jinyoung Yeo and
Seung{-}won Hwang},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Label-Efficient Training for Next Response Selection},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {164--168},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.22},
doi = {10.18653/V1/2020.SUSTAINLP-1.22},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChoiJYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HsuGLC20,
author = {Yi{-}Te Hsu and
Sarthak Garg and
Yi{-}Hsiu Liao and
Ilya Chatsviorkin},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Efficient Inference For Neural Machine Translation},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {48--53},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.7},
doi = {10.18653/V1/2020.SUSTAINLP-1.7},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HsuGLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/IandolaSKK20,
author = {Forrest N. Iandola and
Albert E. Shaw and
Ravi Krishna and
Kurt Keutzer},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {SqueezeBERT: What can computer vision teach {NLP} about efficient
neural networks?},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {124--135},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.17},
doi = {10.18653/V1/2020.SUSTAINLP-1.17},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/IandolaSKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KimH20,
author = {Young Jin Kim and
Hany Hassan},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {FastFormers: Highly Efficient Transformer Models for Natural Language
Understanding},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {149--158},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.20},
doi = {10.18653/V1/2020.SUSTAINLP-1.20},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KimH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Kis-SzaboB20,
author = {Norbert Kis{-}Szab{\'{o}} and
G{\'{a}}bor Berend},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model
Ensembles},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {97--106},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.13},
doi = {10.18653/V1/2020.SUSTAINLP-1.13},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Kis-SzaboB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KobayashiYSI20,
author = {Sosuke Kobayashi and
Sho Yokoi and
Jun Suzuki and
Kentaro Inui},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Efficient Estimation of Influence of a Training Instance},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {41--47},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.6},
doi = {10.18653/V1/2020.SUSTAINLP-1.6},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KobayashiYSI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LancioniMP0T20,
author = {Giuseppe Lancioni and
Saida S. Mohamed and
Beatrice Portelli and
Giuseppe Serra and
Carlo Tasso},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Keyphrase Generation with GANs in Low-Resources Scenarios},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {89--96},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.12},
doi = {10.18653/V1/2020.SUSTAINLP-1.12},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LancioniMP0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MishraS20,
author = {Swaroop Mishra and
Bhavdeep Singh Sachdeva},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Do We Need to Create Big Datasets to Learn a Task?},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {169--173},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.23},
doi = {10.18653/V1/2020.SUSTAINLP-1.23},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MishraS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/OguzV20,
author = {Cennet Oguz and
Ngoc Thang Vu},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic
Non-slot Reduction and Pretrained Contextual Embeddings},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {73--82},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.10},
doi = {10.18653/V1/2020.SUSTAINLP-1.10},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/OguzV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PraneshS20,
author = {Raj Ratn Pranesh and
Ambesh Shekhar},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Analysis of Resource-efficient Predictive Models for Natural Language
Processing},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {136--140},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.18},
doi = {10.18653/V1/2020.SUSTAINLP-1.18},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PraneshS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QuattoniC20,
author = {Ariadna Quattoni and
Xavier Carreras},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {A comparison between CNNs and WFAs for Sequence Classification},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {159--163},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.21},
doi = {10.18653/V1/2020.SUSTAINLP-1.21},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/QuattoniC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SeptiandriWP20,
author = {Ali Akbar Septiandri and
Yosef Ardhito Winatmoko and
Ilham Firdausi Putra},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Knowing Right from Wrong: Should We Use More Complex Models for Automatic
Short-Answer Scoring in Bahasa Indonesia?},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {1--7},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.1},
doi = {10.18653/V1/2020.SUSTAINLP-1.1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SeptiandriWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShahF20,
author = {Harshil Shah and
Julien Fauqueur},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Learning Informative Representations of Biomedical Relations with
Latent Variable Models},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {19--28},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.3},
doi = {10.18653/V1/2020.SUSTAINLP-1.3},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShahF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShridharJAK20,
author = {Kumar Shridhar and
Harshil Jain and
Akshat Agarwal and
Denis Kleyko},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {End to End Binarized Neural Networks for Text Classification},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {29--34},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.4},
doi = {10.18653/V1/2020.SUSTAINLP-1.4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShridharJAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ThakkerBGDM20,
author = {Urmish Thakker and
Jesse G. Beu and
Dibakar Gope and
Ganesh Dasika and
Matthew Mattina},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Rank and run-time aware compression of {NLP} Applications},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {8--18},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.2},
doi = {10.18653/V1/2020.SUSTAINLP-1.2},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ThakkerBGDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TsaiG20,
author = {Alicia Y. Tsai and
Laurent El Ghaoui},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Sparse Optimization for Unsupervised Extractive Summarization of Long
Documents with the Frank-Wolfe Algorithm},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {54--62},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.8},
doi = {10.18653/V1/2020.SUSTAINLP-1.8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TsaiG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Wang020a,
author = {Alex Wang and
Thomas Wolf},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Overview of the SustaiNLP 2020 Shared Task},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {174--178},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.24},
doi = {10.18653/V1/2020.SUSTAINLP-1.24},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Wang020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WasserblatPI20,
author = {Moshe Wasserblat and
Oren Pereg and
Peter Izsak},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Exploring the Boundaries of Low-Resource {BERT} Distillation},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {35--40},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.5},
doi = {10.18653/V1/2020.SUSTAINLP-1.5},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WasserblatPI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuMS020,
author = {Yuxiang Wu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Don't Read Too Much Into It: Adaptive Computation for Open-Domain
Question Answering},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {63--72},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.9},
doi = {10.18653/V1/2020.SUSTAINLP-1.9},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuMS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XinNYL20,
author = {Ji Xin and
Rodrigo Frassetto Nogueira and
Yaoliang Yu and
Jimmy Lin},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Early Exiting {BERT} for Efficient Document Ranking},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {83--88},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.11},
doi = {10.18653/V1/2020.SUSTAINLP-1.11},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/XinNYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangYL20,
author = {Xinyu Zhang and
Andrew Yates and
Jimmy Lin},
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {A Little Bit Is Worse Than None: Ranking with Limited Training Data},
booktitle = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
pages = {107--112},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.sustainlp-1.14},
doi = {10.18653/V1/2020.SUSTAINLP-1.14},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2020sustainlp,
editor = {Nafise Sadat Moosavi and
Angela Fan and
Vered Shwartz and
Goran Glavas and
Shafiq R. Joty and
Alex Wang and
Thomas Wolf},
title = {Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://www.aclweb.org/anthology/volumes/2020.sustainlp-1/},
isbn = {978-1-952148-77-4},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/2020sustainlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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