Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)

Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor 2022-12 Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) text conference publication sustainlp-2022-simple 10.18653/v1/2022.sustainlp-1.0 https://aclanthology.org/2022.sustainlp-1.0/ Efficient Two-Stage Progressive Quantization of BERT Charles Le author Arash Ardakani author Amir Ardakani author Hang Zhang author Yuyan Chen author James Clark author Brett Meyer author Warren Gross author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication le-etal-2022-efficient 10.18653/v1/2022.sustainlp-1.2 https://aclanthology.org/2022.sustainlp-1.2/ 2022-12 1 9 KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods Mohammad Javad Saeedizade author Najmeh Torabian author Behrouz Minaei-Bidgoli author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication saeedizade-etal-2022-kgrefiner 10.18653/v1/2022.sustainlp-1.3 https://aclanthology.org/2022.sustainlp-1.3/ 2022-12 10 16 Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks Tanise Ceron author Nhut Truong author Aurelie Herbelot author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication ceron-etal-2022-algorithmic 10.18653/v1/2022.sustainlp-1.4 https://aclanthology.org/2022.sustainlp-1.4/ 2022-12 17 28 Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino Lorenzo Jaime Flores author Dragomir Radev author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication flores-radev-2022-look 10.18653/v1/2022.sustainlp-1.5 https://aclanthology.org/2022.sustainlp-1.5/ 2022-12 29 35 Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production Young Jin Kim author Rawn Henry author Raffy Fahim author Hany Hassan author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication kim-etal-2022-says 10.18653/v1/2022.sustainlp-1.6 https://aclanthology.org/2022.sustainlp-1.6/ 2022-12 36 43 Data-Efficient Auto-Regressive Document Retrieval for Fact Verification James Thorne author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication thorne-2022-data 10.18653/v1/2022.sustainlp-1.7 https://aclanthology.org/2022.sustainlp-1.7/ 2022-12 44 51 AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Bonaventure F P Dossou author Atnafu Lambebo Tonja author Oreen Yousuf author Salomey Osei author Abigail Oppong author Iyanuoluwa Shode author Oluwabusayo Olufunke Awoyomi author Chris Emezue author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication dossou-etal-2022-afrolm 10.18653/v1/2022.sustainlp-1.11 https://aclanthology.org/2022.sustainlp-1.11/ 2022-12 52 64 Towards Fair Dataset Distillation for Text Classification Xudong Han author Aili Shen author Yitong Li author Lea Frermann author Timothy Baldwin author Trevor Cohn author 2022-12 text Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) Angela Fan editor Iryna Gurevych editor Yufang Hou editor Zornitsa Kozareva editor Sasha Luccioni editor Nafise Sadat Moosavi editor Sujith Ravi editor Gyuwan Kim editor Roy Schwartz editor Andreas Rücklé editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication han-etal-2022-towards-fair 10.18653/v1/2022.sustainlp-1.13 https://aclanthology.org/2022.sustainlp-1.13/ 2022-12 65 72