Elman Mansimov

3.1k total citations · 1 hit paper
15 papers, 1.4k citations indexed

About

Elman Mansimov is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Elman Mansimov has authored 15 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 3 papers in Computer Vision and Pattern Recognition and 2 papers in Information Systems. Recurrent topics in Elman Mansimov's work include Topic Modeling (7 papers), Natural Language Processing Techniques (6 papers) and Speech and dialogue systems (3 papers). Elman Mansimov is often cited by papers focused on Topic Modeling (7 papers), Natural Language Processing Techniques (6 papers) and Speech and dialogue systems (3 papers). Elman Mansimov collaborates with scholars based in Canada, United States and Hong Kong. Elman Mansimov's co-authors include Nitish Srivastava, Kyunghyun Cho, Jason Lee, Richard Bonneau, Yi Zhang, Lei Shu, Yixuan Su, Deng Cai, Roger Grosse and Yuhuai Wu and has published in prestigious journals such as Nature Communications, arXiv (Cornell University) and Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

In The Last Decade

Elman Mansimov

14 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Unsupervised Learning of Video Representations using LSTMs

2015 991 citations Nitish Srivastava, Elman Mansimov et al. arXiv (Cornell University) profile →

Peers

Countries citing papers authored by Elman Mansimov

Since Specialization

Citations

This map shows the geographic impact of Elman Mansimov's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Elman Mansimov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Elman Mansimov more than expected).

Fields of papers citing papers by Elman Mansimov

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Elman Mansimov. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Elman Mansimov. The network helps show where Elman Mansimov may publish in the future.

Co-authorship network of co-authors of Elman Mansimov

This figure shows the co-authorship network connecting the top 25 collaborators of Elman Mansimov. A scholar is included among the top collaborators of Elman Mansimov based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Elman Mansimov. Elman Mansimov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

15 of 15 papers shown

#	Work	Indexed citations
1	Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk 2024 ·(unknown), Elman Mansimov, Kaixiang Lin, (unknown), (unknown), Yi Zhang	3
2	Backward Compatibility During Data Updates by Weight Interpolation 2024 ·(unknown), Elman Mansimov, (unknown), Νικόλαος Παππάς, (unknown), Yi Zhang	1
3	Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification 2023 ·Mujeen Sung, (unknown), Elman Mansimov, Νικόλαος Παππάς, (unknown), (unknown), Yi Zhang, Vittorio Castelli	0
4	Conversation Style Transfer using Few-Shot Learning 2023 ·(unknown), (unknown), Νικόλαος Παππάς, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth	5
5	Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion 2023 ·(unknown), Elman Mansimov, Yuqing Xie, (unknown)	1
6	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System 2022 ·Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·Yixuan Su, Lei Shu, Elman Mansimov, (unknown), Deng Cai, (unknown), Yi Zhang	50
7	Label Semantic Aware Pre-training for Few-shot Text Classification 2022 ·Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·Aaron Mueller, (unknown), Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth	23
8	Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Elman Mansimov, Yi Zhang	7
9	Masked graph modeling for molecule generation 2021 ·Nature Communications ·(unknown), Elman Mansimov, Richard Bonneau, Kyunghyun Cho	53
10	Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement 2018 ·Jason Lee, Elman Mansimov, Kyunghyun Cho	197
11	Simple Nearest Neighbor Policy Method for Continuous Control Tasks 2018 ·Elman Mansimov, Kyunghyun Cho	2
12	Second-order Optimization for Deep Reinforcement Learning using Kronecker-factored Approximation 2017 ·Neural Information Processing Systems ·Yuhuai Wu, Elman Mansimov, Roger Grosse, S. Matthew Liao, Jimmy Ba	3
13	Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation 2017 ·Neural Information Processing Systems ·Yuhuai Wu, Elman Mansimov, Roger Grosse, S. Matthew Liao, Jimmy Ba	27
14	Finger tracking 2017 ·Carrie Demmans Epp, Cosmin Munteanu, (unknown), (unknown), (unknown), Elman Mansimov	7
15	Unsupervised Learning of Video Representations using LSTMs breakdown → 2015 ·arXiv (Cornell University) ·Nitish Srivastava, Elman Mansimov, (unknown)	991

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact