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Elman Mansimov
Elman Mansimov
Amazon Web Services (AWS AI Labs)
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Unsupervised learning of video representations using lstms
N Srivastava, E Mansimov, R Salakhudinov
International Conference on Machine Learning (ICML), 843-852, 2015
30862015
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
Y Wu, E Mansimov, S Liao, R Grosse, J Ba
Advances in Neural Information Processing Systems, 5283-5292, 2017, 2017
7762017
Generating Images from Captions with Attention
E Mansimov, E Parisotto, JL Ba, R Salakhutdinov
International Conference on Learning Representations (ICLR), 2015
4842015
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
J Lee, E Mansimov, K Cho
Empirical Methods in Natural Language Processing (EMNLP), 2018, 2018
4102018
Molecular geometry prediction using a deep generative graph neural network
E Mansimov, O Mahmood, S Kang, K Cho
Scientific reports, 2019
1622019
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
Y Su, L Shu, E Mansimov, A Gupta, D Cai, YA Lai, Y Zhang
ACL 2022, 2021
1362021
Masked graph modeling for molecule generation
O Mahmood, E Mansimov, R Bonneau, K Cho
Nature Communications 12 (1), 1-12, 2021
692021
A generalized framework of sequence generation with application to undirected sequence models
E Mansimov, A Wang, S Welleck, K Cho
arXiv preprint arXiv:1905.12790, 2019
412019
Initialization strategies of spatio-temporal convolutional neural networks
E Mansimov, N Srivastava, R Salakhutdinov
arXiv preprint arXiv:1503.07274, 2015
412015
Label Semantic Aware Pre-training for Few-shot Text Classification
A Mueller, J Krone, S Romeo, S Mansour, E Mansimov, Y Zhang, D Roth
ACL 2022, 2022
282022
Towards End-to-End In-Image Neural Machine Translation
E Mansimov, M Stern, M Chen, O Firat, J Uszkoreit, P Jain
NLP Beyond Text workshop, EMNLP 2020, 2020
182020
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder
E Mansimov, Y Zhang
AAAI 2022, 2021
142021
Capturing document context inside sentence-level neural machine translation models with self-training
E Mansimov, G Melis, L Yu
CODI (Workshop on Computational Approaches to Discourse), EMNLP 2021, 2020
142020
Simple Nearest Neighbor Policy Method for Continuous Control Tasks
E Mansimov, K Cho
Deep Reinforcement Learning Symposium, NIPS 2017, 2018
82018
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
R Shu, E Mansimov, T Alkhouli, N Pappas, S Romeo, A Gupta, S Mansour, ...
arXiv preprint arXiv:2212.09946, 2022
42022
Conversation Style Transfer using Few-Shot Learning
S Roy, R Shu, N Pappas, E Mansimov, Y Zhang, S Mansour, D Roth
arXiv preprint arXiv:2302.08362, 2023
32023
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
YA Lai, E Mansimov, Y Xie, Y Zhang
arXiv preprint arXiv:2302.02080, 2023
12023
Backward compatibility during data updates by weight interpolation
R Schumann, E Mansimov, YA Lai, N Pappas, X Gao, Y Zhang
arXiv preprint arXiv:2301.10546, 2023
12023
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
D Cai, E Mansimov, YA Lai, Y Su, L Shu, Y Zhang
NeurIPS 2022, 2022
12022
Pre-training Intent-Aware Encoders for Zero-and Few-Shot Intent Classification
M Sung, J Gung, E Mansimov, N Pappas, R Shu, S Romeo, Y Zhang, ...
arXiv preprint arXiv:2305.14827, 2023
2023
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