Elman Mansimov

35 papers A* 6B 1Journal 20Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DREAM: Deep Research Evaluation with Agentic Metrics. CoRR Elad Ben-Avraham, Changhao Li, Ron Dorfman, Roy Ganz, Oren Nuriel, Amir Dudai, Aviad Aberdam, Noah Flynn, Elman Mansimov, Adi Kalyanpur, Ron Litman
2025	J	`jnl`	A Study on Leveraging Search and Self-Feedback for Agent Reasoning. CoRR Karthikeyan K, Michelle Yuan, Elman Mansimov, Katerina Margatina, Anurag Pratik, Daniele Bonadiman, Monica Sunkara, Yi Zhang, Yassine Benajiba
2024	—	`conf`	Backward Compatibility During Data Updates by Weight Interpolation. EACL (1) Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
2024	—	`conf`	Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk. ACL (Findings) Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Lijia Sun, Xibin Gao, Yi Zhang
2024	J	`jnl`	Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk. CoRR Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Justin Sun, Xibin Gao, Yi Zhang
2023	J	`jnl`	Backward Compatibility During Data Updates by Weight Interpolation. CoRR Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang
2023	—	`conf`	Conversation Style Transfer using Few-Shot Learning. IJCNLP (1) Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
2023	J	`jnl`	Conversation Style Transfer using Few-Shot Learning. CoRR Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
2023	—	`conf`	Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. EACL (Findings) Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
2023	J	`jnl`	Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. CoRR Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang
2023	A*	`conf`	Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. EMNLP Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
2023	J	`jnl`	Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. CoRR Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
2022	J	`jnl`	Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. CoRR Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
2022	—	`conf`	Label Semantic Aware Pre-training for Few-shot Text Classification. ACL (1) Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2022	J	`jnl`	Label Semantic Aware Pre-training for Few-shot Text Classification. CoRR Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2022	A*	`conf`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	J	`jnl`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	—	`conf`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2022	A*	`conf`	Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder. AAAI Elman Mansimov, Yi Zhang
2021	J	`jnl`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2021	—	`—`	Neural Structured Prediction using Iterative Refinement with Applications to Text and Molecule Generation. Elman Mansimov
2021	J	`jnl`	Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder. CoRR Elman Mansimov, Yi Zhang
2020	J	`jnl`	Capturing document context inside sentence-level neural machine translation models with self-training. CoRR Elman Mansimov, Gábor Melis, Lei Yu
2020	J	`jnl`	Towards End-to-End In-Image Neural Machine Translation. CoRR Elman Mansimov, Mitchell Stern, Mia Xu Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain
2019	J	`jnl`	A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models. CoRR Elman Mansimov, Alex Wang, Kyunghyun Cho
2019	J	`jnl`	Molecular geometry prediction using a deep generative graph neural network. CoRR Elman Mansimov, Omar Mahmood, Seokho Kang, Kyunghyun Cho
2018	A*	`conf`	Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement. EMNLP Jason Lee, Elman Mansimov, Kyunghyun Cho
2018	J	`jnl`	Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement. CoRR Jason Lee, Elman Mansimov, Kyunghyun Cho
2017	B	`conf`	Finger tracking: facilitating non-commercial content production for mobile e-reading applications. MobileHCI Carrie Demmans Epp, Cosmin Munteanu, Benett Axtell, Keerthika Ravinthiran, Yomna Aly, Elman Mansimov
2017	—	`conf`	Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS Yuhuai Wu, Elman Mansimov, Roger B. Grosse, Shun Liao, Jimmy Ba
2017	J	`jnl`	Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation. CoRR Yuhuai Wu, Elman Mansimov, Shun Liao, Roger B. Grosse, Jimmy Ba
2016	A*	`conf`	Generating Images from Captions with Attention. ICLR Elman Mansimov, Emilio Parisotto, Lei Jimmy Ba, Ruslan Salakhutdinov
2015	J	`jnl`	Initialization Strategies of Spatio-Temporal Convolutional Neural Networks. CoRR Elman Mansimov, Nitish Srivastava, Ruslan Salakhutdinov
2015	A*	`conf`	Unsupervised Learning of Video Representations using LSTMs. ICML Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
2015	J	`jnl`	Unsupervised Learning of Video Representations using LSTMs. CoRR Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov