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Annotation Artifacts in Natural Language Inference Data
- Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel R. Bowman, Noah A. Smith
- Computer ScienceNAACL
- 6 March 2018
TLDR
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
- Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi
- Computer ScienceEMNLP
- 16 August 2018
TLDR
Knowledge Enhanced Contextual Word Representations
- Matthew E. Peters, Mark Neumann, Noah A. Smith
- Computer ScienceEMNLP
- 9 September 2019
TLDR
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets
- Nelson F. Liu, Roy Schwartz, Noah A. Smith
- Computer ScienceNAACL
- 4 April 2019
TLDR
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
- Dongyeop Kang, Waleed Ammar, Roy Schwartz
- Computer ScienceNAACL
- 25 April 2018
TLDR
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
- Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah A. Smith
- Computer ScienceArXiv
- 15 February 2020
TLDR
Green AI
- Roy Schwartz, Jesse Dodge, Noah Smith, Oren Etzioni
- EducationCommun. ACM
- 22 July 2019
Creating efficiency in AI research will decrease its carbon footprint and increase its inclusivity as deep learning study should not require the deepest pockets.
Authorship Attribution of Micro-Messages
- Roy Schwartz, Oren Tsur, A. Rappoport, Moshe Koppel
- Computer ScienceEMNLP
- 1 October 2013
TLDR
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
- Swabha Swayamdipta, Roy Schwartz, Yejin Choi
- Computer ScienceEMNLP
- 22 September 2020
TLDR
Learnability-Based Syntactic Annotation Design
- Roy Schwartz, Omri Abend, A. Rappoport
- Computer ScienceCOLING
- 1 December 2012
TLDR
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