Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
2020-11
Association for Computational Linguistics
Online
text
conference publication
sustainlp-2020-sustainlp
https://aclanthology.org/2020.sustainlp-1.0
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia?
Ali
Akbar
Septiandri
author
Yosef
Ardhito
Winatmoko
author
Ilham
Firdausi
Putra
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
septiandri-etal-2020-knowing
10.18653/v1/2020.sustainlp-1.1
https://aclanthology.org/2020.sustainlp-1.1
2020-11
1
7
Rank and run-time aware compression of NLP Applications
Urmish
Thakker
author
Jesse
Beu
author
Dibakar
Gope
author
Ganesh
Dasika
author
Matthew
Mattina
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
thakker-etal-2020-rank
10.18653/v1/2020.sustainlp-1.2
https://aclanthology.org/2020.sustainlp-1.2
2020-11
8
18
Learning Informative Representations of Biomedical Relations with Latent Variable Models
Harshil
Shah
author
Julien
Fauqueur
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
shah-fauqueur-2020-learning
10.18653/v1/2020.sustainlp-1.3
https://aclanthology.org/2020.sustainlp-1.3
2020-11
19
28
End to End Binarized Neural Networks for Text Classification
Kumar
Shridhar
author
Harshil
Jain
author
Akshat
Agarwal
author
Denis
Kleyko
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
shridhar-etal-2020-end
10.18653/v1/2020.sustainlp-1.4
https://aclanthology.org/2020.sustainlp-1.4
2020-11
29
34
Exploring the Boundaries of Low-Resource BERT Distillation
Moshe
Wasserblat
author
Oren
Pereg
author
Peter
Izsak
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
wasserblat-etal-2020-exploring
10.18653/v1/2020.sustainlp-1.5
https://aclanthology.org/2020.sustainlp-1.5
2020-11
35
40
Efficient Estimation of Influence of a Training Instance
Sosuke
Kobayashi
author
Sho
Yokoi
author
Jun
Suzuki
author
Kentaro
Inui
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
kobayashi-etal-2020-efficient
10.18653/v1/2020.sustainlp-1.6
https://aclanthology.org/2020.sustainlp-1.6
2020-11
41
47
Efficient Inference For Neural Machine Translation
Yi-Te
Hsu
author
Sarthak
Garg
author
Yi-Hsiu
Liao
author
Ilya
Chatsviorkin
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
hsu-etal-2020-efficient
10.18653/v1/2020.sustainlp-1.7
https://aclanthology.org/2020.sustainlp-1.7
2020-11
48
53
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
Alicia
Tsai
author
Laurent
El Ghaoui
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
tsai-el-ghaoui-2020-sparse
10.18653/v1/2020.sustainlp-1.8
https://aclanthology.org/2020.sustainlp-1.8
2020-11
54
62
Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering
Yuxiang
Wu
author
Pasquale
Minervini
author
Pontus
Stenetorp
author
Sebastian
Riedel
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
wu-etal-2020-dont-read
10.18653/v1/2020.sustainlp-1.9
https://aclanthology.org/2020.sustainlp-1.9
2020-11
63
72
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings
Cennet
Oguz
author
Ngoc
Thang
Vu
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
oguz-vu-2020-two
10.18653/v1/2020.sustainlp-1.10
https://aclanthology.org/2020.sustainlp-1.10
2020-11
73
82
Early Exiting BERT for Efficient Document Ranking
Ji
Xin
author
Rodrigo
Nogueira
author
Yaoliang
Yu
author
Jimmy
Lin
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
xin-etal-2020-early
10.18653/v1/2020.sustainlp-1.11
https://aclanthology.org/2020.sustainlp-1.11
2020-11
83
88
Keyphrase Generation with GANs in Low-Resources Scenarios
Giuseppe
Lancioni
author
Saida
S.Mohamed
author
Beatrice
Portelli
author
Giuseppe
Serra
author
Carlo
Tasso
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
lancioni-etal-2020-keyphrase
10.18653/v1/2020.sustainlp-1.12
https://aclanthology.org/2020.sustainlp-1.12
2020-11
89
96
Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles
Norbert
Kis-Szabó
author
Gábor
Berend
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
kis-szabo-berend-2020-quasi
10.18653/v1/2020.sustainlp-1.13
https://aclanthology.org/2020.sustainlp-1.13
2020-11
97
106
A Little Bit Is Worse Than None: Ranking with Limited Training Data
Xinyu
Zhang
author
Andrew
Yates
author
Jimmy
Lin
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
zhang-etal-2020-little
10.18653/v1/2020.sustainlp-1.14
https://aclanthology.org/2020.sustainlp-1.14
2020-11
107
112
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks
Parul
Awasthy
author
Bishwaranjan
Bhattacharjee
author
John
Kender
author
Radu
Florian
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
awasthy-etal-2020-predictive
10.18653/v1/2020.sustainlp-1.15
https://aclanthology.org/2020.sustainlp-1.15
2020-11
113
118
Load What You Need: Smaller Versions of Mutililingual BERT
Amine
Abdaoui
author
Camille
Pradel
author
Grégoire
Sigel
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
abdaoui-etal-2020-load
10.18653/v1/2020.sustainlp-1.16
https://aclanthology.org/2020.sustainlp-1.16
2020-11
119
123
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?
Forrest
Iandola
author
Albert
Shaw
author
Ravi
Krishna
author
Kurt
Keutzer
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
iandola-etal-2020-squeezebert
10.18653/v1/2020.sustainlp-1.17
https://aclanthology.org/2020.sustainlp-1.17
2020-11
124
135
Analysis of Resource-efficient Predictive Models for Natural Language Processing
Raj
Pranesh
author
Ambesh
Shekhar
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
pranesh-shekhar-2020-analysis
10.18653/v1/2020.sustainlp-1.18
https://aclanthology.org/2020.sustainlp-1.18
2020-11
136
140
Towards Accurate and Reliable Energy Measurement of NLP Models
Qingqing
Cao
author
Aruna
Balasubramanian
author
Niranjan
Balasubramanian
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
cao-etal-2020-towards
10.18653/v1/2020.sustainlp-1.19
https://aclanthology.org/2020.sustainlp-1.19
2020-11
141
148
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding
Young
Jin
Kim
author
Hany
Hassan
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
kim-hassan-2020-fastformers
10.18653/v1/2020.sustainlp-1.20
https://aclanthology.org/2020.sustainlp-1.20
2020-11
149
158
A comparison between CNNs and WFAs for Sequence Classification
Ariadna
Quattoni
author
Xavier
Carreras
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
quattoni-carreras-2020-comparison
10.18653/v1/2020.sustainlp-1.21
https://aclanthology.org/2020.sustainlp-1.21
2020-11
159
163
Label-Efficient Training for Next Response Selection
Seungtaek
Choi
author
Myeongho
Jeong
author
Jinyoung
Yeo
author
Seung-won
Hwang
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
choi-etal-2020-label
10.18653/v1/2020.sustainlp-1.22
https://aclanthology.org/2020.sustainlp-1.22
2020-11
164
168
Do We Need to Create Big Datasets to Learn a Task?
Swaroop
Mishra
author
Bhavdeep
Singh
Sachdeva
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
mishra-sachdeva-2020-need
10.18653/v1/2020.sustainlp-1.23
https://aclanthology.org/2020.sustainlp-1.23
2020-11
169
173
Overview of the SustaiNLP 2020 Shared Task
Alex
Wang
author
Thomas
Wolf
author
2020-11
text
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing
Nafise
Sadat
Moosavi
editor
Angela
Fan
editor
Vered
Shwartz
editor
Goran
Glavaš
editor
Shafiq
Joty
editor
Alex
Wang
editor
Thomas
Wolf
editor
Association for Computational Linguistics
Online
conference publication
wang-wolf-2020-overview
10.18653/v1/2020.sustainlp-1.24
https://aclanthology.org/2020.sustainlp-1.24
2020-11
174
178