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Results
Found 43 publication records. Showing 43 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Lovre Torbarina, Velimir Mihelcic, Bruno Sarlija, Lukasz Roguski, Zeljko Kraljevic |
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis.  |
SustaiNLP@EMNLP  |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ankit Gupta 0001, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant |
Memory-efficient Transformers via Top-k Attention. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen R. McKeown, Jing Huang 0019 |
Semantic Categorization of Social Knowledge for Commonsense Question Answering. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Maria Glenski, William Sealy, Kate Miller, Dustin Arendt |
Improving Synonym Recommendation Using Sentence Context. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sungho Jeon 0002, Michael Strube 0001 |
Countering the Influence of Essay Length in Neural Essay Scoring. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ankur Gupta, Vivek Gupta 0001 |
Unsupervised Contextualized Document Representation. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zachary Zhou, Jeffery Kline, Devin Conathan, Glenn Fung |
Low Resource Quadratic Forms for Knowledge Graph Embeddings. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Liu, Guoan Zhang, Puning Yu, Jianlin Su, Shengfeng Pan |
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Yue Zhang, Chengcheng Hu, Yuqi Liu, Hui Fang 0001, Jimmy Lin |
Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Lucas Høyberg Puvis de Chavannes, Mads Guldborg Kjeldgaard Kongsbak, Timmie Rantzau, Leon Derczynski |
Hyperparameter Power Impact in Transformer Language Model Training. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Haoyu He, Xingjian Shi, Jonas Mueller 0001, Sheng Zha, Mu Li 0003, George Karypis |
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Saleh Soltan, Haidar Khan, Wael Hamza |
Limitations of Knowledge Distillation for Zero-shot Transfer Learning. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Vin Sachidananda, Jason S. Kessler, Yi'an Lai |
Efficient Domain Adaptation of Language Models via Adaptive Tokenization. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Nafise Sadat Moosavi, Iryna Gurevych, Angela Fan, Thomas Wolf 0008, Yufang Hou 0001, Ana Marasovic, Sujith Ravi (eds.) |
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021 |
SustaiNLP@EMNLP |
2021 |
DBLP BibTeX RDF |
|
| 1 | Georgios Sidiropoulos, Nikos Voskarides, Svitlana Vakulenko, Evangelos Kanoulas |
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour |
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ameeta Agrawal, Suresh Singh, Lauren Schneider, Michael Samuels |
On the Role of Corpus Ordering in Language Modeling. |
SustaiNLP@EMNLP |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungtaek Choi, Myeongho Jeong, Jinyoung Yeo, Seung-won Hwang |
Label-Efficient Training for Next Response Selection. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Urmish Thakker, Jesse G. Beu, Dibakar Gope, Ganesh Dasika, Matthew Mattina |
Rank and run-time aware compression of NLP Applications. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ji Xin, Rodrigo Frassetto Nogueira, Yaoliang Yu, Jimmy Lin |
Early Exiting BERT for Efficient Document Ranking. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ariadna Quattoni, Xavier Carreras |
A comparison between CNNs and WFAs for Sequence Classification. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Young Jin Kim, Hany Hassan |
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Harshil Shah, Julien Fauqueur |
Learning Informative Representations of Biomedical Relations with Latent Variable Models. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian |
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Nafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavas, Shafiq R. Joty, Alex Wang, Thomas Wolf 0008 (eds.) |
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020 |
SustaiNLP@EMNLP |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ali Akbar Septiandri, Yosef Ardhito Winatmoko, Ilham Firdausi Putra |
Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Forrest N. Iandola, Albert E. Shaw, Ravi Krishna, Kurt Keutzer |
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuxiang Wu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel 0001 |
Don't Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Amine Abdaoui, Camille Pradel, Grégoire Sigel |
Load What You Need: Smaller Versions of Mutililingual BERT. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Giuseppe Lancioni, Saida S. Mohamed, Beatrice Portelli, Giuseppe Serra 0001, Carlo Tasso |
Keyphrase Generation with GANs in Low-Resources Scenarios. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Norbert Kis-Szabó, Gábor Berend |
Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alicia Y. Tsai, Laurent El Ghaoui |
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Cennet Oguz, Ngoc Thang Vu |
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi-Te Hsu, Sarthak Garg, Yi-Hsiu Liao, Ilya Chatsviorkin |
Efficient Inference For Neural Machine Translation. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Kumar Shridhar, Harshil Jain, Akshat Agarwal, Denis Kleyko |
End to End Binarized Neural Networks for Text Classification. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Wang, Thomas Wolf 0008 |
Overview of the SustaiNLP 2020 Shared Task. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Swaroop Mishra, Bhavdeep Singh Sachdeva |
Do We Need to Create Big Datasets to Learn a Task? |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian |
Towards Accurate and Reliable Energy Measurement of NLP Models. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Moshe Wasserblat, Oren Pereg, Peter Izsak |
Exploring the Boundaries of Low-Resource BERT Distillation. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Raj Ratn Pranesh, Ambesh Shekhar |
Analysis of Resource-efficient Predictive Models for Natural Language Processing. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Sosuke Kobayashi, Sho Yokoi, Jun Suzuki, Kentaro Inui |
Efficient Estimation of Influence of a Training Instance. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Xinyu Zhang 0018, Andrew Yates, Jimmy Lin |
A Little Bit Is Worse Than None: Ranking with Limited Training Data. |
SustaiNLP@EMNLP |
2020 |
DBLP DOI BibTeX RDF |
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