Julia Kiseleva
10 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze
π§¬
Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(5)
Core AI
(5)
Generation
(5)
Machine Learning
(4)
Reinforcement Learning
(3)
Learning Types Β· Machine Learning
(3)
Methods
(3)
Deep Learning
(2)
Applications
(2)
Core Methods
(2)
Interdisciplinary
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
adversarial learning
(3)
reward model
(2)
dialogue system
(2)
reinforcement learning
(2)
dialogue policy
(2)
adversarial training
(2)
dialogue generation
(1)
question generation
(1)
meeting summarization
(1)
task-oriented dialogue
(1)
feedback learning
(1)
neural text generation
(1)
inverse reinforcement learning
(1)
human-ai collaboration
(1)
conversational ai
(1)
task execution
(1)
task decomposition
(1)
policy learning
(1)
interactive agent
(1)
supervised learning
(1)
Papers
Assessing and Verifying Task Utility in LLM-Powered Applications
EMNLP 2024
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback
EACL 2024
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire
EACL 2023
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research
NAACL 2022
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
EMNLP 2021
Learning to Decompose and Organize Complex Tasks
NAACL 2021
Guided Dialogue Policy Learning without Adversarial Learning in the Loop
EMNLP 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems
EMNLP 2020
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
AAAI 2019
Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI
EMNLP 2018