NLPExplorer

sustainlp - 2021

Total Papers:- 18

Total Papers accross all years:- 43

Total Citations :- 0

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Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools

Nesrine Bannour | Sahar Ghannay | Aurélie Névéol | Anne-Laure Ligozat |

Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis

BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models

Low Resource Quadratic Forms for Knowledge Graph Embeddings

Zachary Zhou | Jeffery Kline | Devin Conathan | Glenn Fung |

Semantic Categorization of Social Knowledge for Commonsense Question Answering

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint

Memory-efficient Transformers via Top-k Attention

Improving Synonym Recommendation Using Sentence Context

Maria Glenski | William I. Sealy | Kate Miller | Dustin Arendt |

Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking

Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing

Efficient Domain Adaptation of Language Models via Adaptive Tokenization

Vin Sachidananda | Jason Kessler | Yi-An Lai |

Unsupervised Contextualized Document Representation

Ankur Gupta | Vivek Gupta |

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing

Limitations of Knowledge Distillation for Zero-shot Transfer Learning

Saleh Soltan | Haidar Khan | Wael Hamza |

Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering

Georgios Sidiropoulos | Nikos Voskarides | Svitlana Vakulenko | Evangelos Kanoulas |