Elman Mansimov
16 papers · 2015–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(77)
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Applications
(5)
Application Areas
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Models
(3)
Computer Vision
(2)
Generation
(2)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Keywords
backward compatibility
(3)
large language model
(2)
semantic parsing
(2)
neural machine translation
(2)
task-oriented dialogue
(2)
knowledge distillation
(2)
intent classification
(2)
zero-shot learning
(1)
contrastive learning
(1)
sequence generation
(1)
natural policy gradient
(1)
self-supervised learning
(1)
machine translation
(1)
conversational ai
(1)
structured prediction
(1)
sequence modeling
(1)
syntactic parsing
(1)
action recognition
(1)
dependency parsing
(1)
named entity recognition
(1)
Papers
DREAM: Deep Research Evaluation with Agentic Metrics
ACL 2026
A Study on Leveraging Search and Self-Feedback for Agent Reasoning
ACL 2025
Backward Compatibility During Data Updates by Weight Interpolation
EACL 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
ACL 2024
Conversation Style Transfer using Few-Shot Learning
IJCNLP 2023
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
EACL 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
EMNLP 2023
Label Semantic Aware Pre-training for Few-shot Text Classification
ACL 2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NeurIPS 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
ACL 2022
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder
AAAI 2022
Capturing document context inside sentence-level neural machine translation models with self-training
EMNLP 2021
Towards End-to-End In-Image Neural Machine Translation
EMNLP 2020
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
EMNLP 2018
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
NeurIPS 2017
Unsupervised Learning of Video Representations using LSTMs
ICML 2015