SustaiNLP@EMNLP

Publications

2021

Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis. SustaiNLP@EMNLP (2021)
Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant
Memory-efficient Transformers via Top-k Attention. SustaiNLP@EMNLP (2021)
Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang
Semantic Categorization of Social Knowledge for Commonsense Question Answering. SustaiNLP@EMNLP (2021)
Maria Glenski, William Sealy, Kate Miller, Dustin Arendt
Improving Synonym Recommendation Using Sentence Context. SustaiNLP@EMNLP (2021)
Sungho Jeon, Michael Strube
Countering the Influence of Essay Length in Neural Essay Scoring. SustaiNLP@EMNLP (2021)
Ankur Gupta, Vivek Gupta
Unsupervised Contextualized Document Representation. SustaiNLP@EMNLP (2021)
Zachary Zhou, Jeffery Kline, Devin Conathan, Glenn Fung
Low Resource Quadratic Forms for Knowledge Graph Embeddings. SustaiNLP@EMNLP (2021)
Nesrine Bannour, Sahar Ghannay, Aurélie Névéol, Anne-Laure Ligozat
Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools. SustaiNLP@EMNLP (2021)
Yi Liu, Guoan Zhang, Puning Yu, Jianlin Su, Shengfeng Pan
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models. SustaiNLP@EMNLP (2021)
Yue Zhang, Chengcheng Hu, Yuqi Liu, Hui Fang, Jimmy Lin
Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking. SustaiNLP@EMNLP (2021)
Lucas Høyberg Puvis de Chavannes, Mads Guldborg Kjeldgaard Kongsbak, Timmie Rantzau, Leon Derczynski
Hyperparameter Power Impact in Transformer Language Model Training. SustaiNLP@EMNLP (2021)
Haoyu He, Xingjian Shi, Jonas Mueller, Sheng Zha, Mu Li, George Karypis
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing. SustaiNLP@EMNLP (2021)
Saleh Soltan, Haidar Khan, Wael Hamza
Limitations of Knowledge Distillation for Zero-shot Transfer Learning. SustaiNLP@EMNLP (2021)
Vin Sachidananda, Jason S. Kessler, Yi'an Lai
Efficient Domain Adaptation of Language Models via Adaptive Tokenization. SustaiNLP@EMNLP (2021)
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021 SustaiNLP@EMNLP (2021)
Georgios Sidiropoulos, Nikos Voskarides, Svitlana Vakulenko, Evangelos Kanoulas
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering. SustaiNLP@EMNLP (2021)
Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint. SustaiNLP@EMNLP (2021)
Ameeta Agrawal, Suresh Singh, Lauren Schneider, Michael Samuels
On the Role of Corpus Ordering in Language Modeling. SustaiNLP@EMNLP (2021)

2020