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Amanpreet Singh
Amanpreet Singh
Contextual AI
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Title
Cited by
Cited by
Year
GLUE: A multi-task benchmark and analysis platform for natural language understanding
A Wang, A Singh, J Michael, F Hill, O Levy, SR Bowman
Proceedings of ICLR, 2019
61012019
Superglue: A stickier benchmark for general-purpose language understanding systems
A Wang*, Y Pruksachatkun*, N Nangia*, A Singh*, J Michael, F Hill, ...
arXiv preprint arXiv:1905.00537, 2019
18312019
Neural network acceptability judgments
A Warstadt, A Singh, SR Bowman
Transactions of the Association for Computational Linguistics 7, 625-641, 2019
11152019
Bloom: A 176b-parameter open-access multilingual language model
BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ...
arXiv preprint arXiv:2211.05100, 2022
9962022
Towards VQA Models That Can Read
A Singh, V Natarajan, M Shah, Y Jiang, X Chen, D Batra, D Parikh, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
5282019
The hateful memes challenge: Detecting hate speech in multimodal memes
D Kiela, H Firooz, A Mohan, V Goswami, A Singh, P Ringshia, ...
Advances in neural information processing systems 33, 2611-2624, 2020
4142020
Flava: A foundational language and vision alignment model
A Singh, R Hu, V Goswami, G Couairon, W Galuba, M Rohrbach, D Kiela
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
3942022
MMF: A multimodal framework for vision and language research
A Singh, V Goswami, V Natarajan, Y Jiang, X Chen, M Shah, M Rohrbach, ...
340*2020
Unit: Multimodal multitask learning with a unified transformer
R Hu, A Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
308*2021
Learning when to communicate at scale in multiagent cooperative and competitive tasks
A Singh, T Jain, S Sukhbaatar
arXiv preprint arXiv:1812.09755, 2018
2882018
Dynabench: Rethinking benchmarking in NLP
D Kiela, M Bartolo, Y Nie, D Kaushik, A Geiger, Z Wu, B Vidgen, G Prasad, ...
arXiv preprint arXiv:2104.14337, 2021
2682021
Textcaps: a dataset for image captioning with reading comprehension
O Sidorov, R Hu, M Rohrbach, A Singh
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
2212020
Winoground: Probing vision and language models for visio-linguistic compositionality
T Thrush, R Jiang, M Bartolo, A Singh, A Williams, D Kiela, C Ross
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2012022
Iterative answer prediction with pointer-augmented multimodal transformers for textvqa
R Hu, A Singh, T Darrell, M Rohrbach
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2012020
Textocr: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
A Singh, G Pang, M Toh, J Huang, W Galuba, T Hassner
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
932021
Learning dynamics model in reinforcement learning by incorporating the long term future
NR Ke, A Singh, A Touati, A Goyal, Y Bengio, D Parikh, D Batra
arXiv preprint arXiv:1903.01599, 2019
79*2019
Seeing the un-scene: Learning amodal semantic maps for room navigation
M Narasimhan, E Wijmans, X Chen, T Darrell, D Batra, D Parikh, A Singh
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
552020
The hateful memes challenge: Competition report
D Kiela, H Firooz, A Mohan, V Goswami, A Singh, CA Fitzpatrick, P Bull, ...
NeurIPS 2020 Competition and Demonstration Track, 344-360, 2021
532021
Human-adversarial visual question answering
S Sheng, A Singh, V Goswami, J Magana, T Thrush, W Galuba, D Parikh, ...
Advances in Neural Information Processing Systems 34, 20346-20359, 2021
492021
Are we pretraining it right? digging deeper into visio-linguistic pretraining
A Singh, V Goswami, D Parikh
arXiv preprint arXiv:2004.08744, 2020
47*2020
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