MOROCCO: Model Resource Comparison Framework

MOROCCO: Model Resource Comparison Framework

29 April 2021

Valentin Malykh

Alexander Kukushkin

Ekaterina Artemova

Vladislav Mikhailov

Maria Tikhonova

Tatiana Shavrina

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Papers citing "MOROCCO: Model Resource Comparison Framework"

16 / 16 papers shown

Title
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Tatiana Shavrina Alena Fenogenova Anton A. Emelyanov Denis Shevelev Ekaterina Artemova Valentin Malykh Vladislav Mikhailov Maria Tikhonova Andrey Chertok Andrey Evlampiev VLM ELM 70 82 0 29 Oct 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 73 139 0 28 Sep 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 85 1,768 0 31 Jul 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 161 2,737 0 05 Jun 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 183 973 0 24 Mar 2020
Incorporating BERT into Neural Machine Translation Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu FedML AIMat 42 359 0 17 Feb 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 89 456 0 31 Jan 2020
Findings of the Third Workshop on Neural Generation and Translation Hiroaki Hayashi Yusuke Oda Alexandra Birch Ioannis Konstas A. Finch Minh-Thang Luong Graham Neubig Katsuhito Sudoh 61 30 0 29 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 234 7,520 0 02 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 368 6,455 0 26 Sep 2019
Small and Practical BERT Models for Sequence Labeling Henry Tsai Jason Riesa Melvin Johnson N. Arivazhagan Xin Li Amelia Archer VLM 60 121 0 31 Aug 2019
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language Yuri Kuratov M. Arkhipov 75 276 0 17 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,521 0 14 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 274 2,315 0 02 May 2019
Findings of the Second Workshop on Neural Machine Translation and Generation Alexandra Birch A. Finch Minh-Thang Luong Graham Neubig Yusuke Oda DRL 55 12 0 08 Jun 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,182 0 20 Apr 2018

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