Elman Mansimov

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Dialogue System

Top Venues

Publications

Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. EACL (1) (2024)
Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Justin Sun, Xibin Gao, Yi Zhang
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk. CoRR (2024)
Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Lijia Sun, Xibin Gao, Yi Zhang
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk. ACL (Findings) (2024)
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
Conversation Style Transfer using Few-Shot Learning. CoRR (2023)
Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
Backward Compatibility During Data Updates by Weight Interpolation. CoRR (2023)
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
Conversation Style Transfer using Few-Shot Learning. IJCNLP (1) (2023)
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. CoRR (2023)
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. EACL (Findings) (2023)
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. CoRR (2023)
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. EMNLP (2023)
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. CoRR (2022)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
Label Semantic Aware Pre-training for Few-shot Text Classification. ACL (1) (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS (2022)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
Label Semantic Aware Pre-training for Few-shot Text Classification. CoRR (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) (2022)
Elman Mansimov, Yi Zhang
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder. AAAI (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR (2021)
Elman Mansimov, Yi Zhang
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder. CoRR (2021)
Elman Mansimov, Mitchell Stern, Mia Xu Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain
Towards End-to-End In-Image Neural Machine Translation. CoRR (2020)
Elman Mansimov, Gábor Melis, Lei Yu
Capturing document context inside sentence-level neural machine translation models with self-training. CoRR (2020)
Elman Mansimov, Omar Mahmood, Seokho Kang, Kyunghyun Cho
Molecular geometry prediction using a deep generative graph neural network. CoRR (2019)
Elman Mansimov, Alex Wang, Kyunghyun Cho
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models. CoRR (2019)
Jason Lee, Elman Mansimov, Kyunghyun Cho
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement. EMNLP (2018)
Jason Lee, Elman Mansimov, Kyunghyun Cho
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement. CoRR (2018)
Yuhuai Wu, Elman Mansimov, Roger B. Grosse, Shun Liao, Jimmy Ba
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS (2017)
Carrie Demmans Epp, Cosmin Munteanu, Benett Axtell, Keerthika Ravinthiran, Yomna Aly, Elman Mansimov
Finger tracking: facilitating non-commercial content production for mobile e-reading applications. MobileHCI (2017)
Yuhuai Wu, Elman Mansimov, Shun Liao, Roger B. Grosse, Jimmy Ba
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation. CoRR (2017)
Elman Mansimov, Emilio Parisotto, Lei Jimmy Ba, Ruslan Salakhutdinov
Generating Images from Captions with Attention. ICLR (2016)
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
Unsupervised Learning of Video Representations using LSTMs. ICML (2015)
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
Unsupervised Learning of Video Representations using LSTMs. CoRR (2015)
Elman Mansimov, Nitish Srivastava, Ruslan Salakhutdinov
Initialization Strategies of Spatio-Temporal Convolutional Neural Networks. CoRR (2015)