Elman Mansimov

According to our database, Elman Mansimov authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk.

Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Justin Sun, Xibin Gao, Yi Zhang

CoRR, 2024

Backward Compatibility During Data Updates by Weight Interpolation.

Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Conversation Style Transfer using Few-Shot Learning.

Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification.

Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion.

Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.

Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth

CoRR, 2022

Measuring and Reducing Model Update Regression in Structured Prediction for NLP.

Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System.

Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Label Semantic Aware Pre-training for Few-shot Text Classification.

Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder.

Elman Mansimov, Yi Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Neural Structured Prediction using Iterative Refinement with Applications to Text and Molecule Generation.

Elman Mansimov

PhD thesis, 2021

2020

Towards End-to-End In-Image Neural Machine Translation.

Elman Mansimov, Mitchell Stern, Mia Xu Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain

CoRR, 2020

Capturing document context inside sentence-level neural machine translation models with self-training.

Elman Mansimov, Gábor Melis, Lei Yu

CoRR, 2020

2019

A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models.

Elman Mansimov, Alex Wang, Kyunghyun Cho

CoRR, 2019

Molecular geometry prediction using a deep generative graph neural network.

Elman Mansimov, Omar Mahmood, Seokho Kang, Kyunghyun Cho

CoRR, 2019

2018

Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement.

Jason Lee, Elman Mansimov, Kyunghyun Cho

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation

Yuhuai Wu, Elman Mansimov, Roger B. Grosse, Shun Liao, Jimmy Ba

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Finger tracking: facilitating non-commercial content production for mobile e-reading applications.

Carrie Demmans Epp, Cosmin Munteanu, Benett Axtell, Keerthika Ravinthiran, Yomna Aly, Elman Mansimov

Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2017

2016

Generating Images from Captions with Attention.

Elman Mansimov, Emilio Parisotto, Lei Jimmy Ba, Ruslan Salakhutdinov

Proceedings of the 4th International Conference on Learning Representations, 2016

2015

Initialization Strategies of Spatio-Temporal Convolutional Neural Networks.

Elman Mansimov, Nitish Srivastava, Ruslan Salakhutdinov

CoRR, 2015

Unsupervised Learning of Video Representations using LSTMs.

Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov

Proceedings of the 32nd International Conference on Machine Learning, 2015