Maryam Fazel-Zarandi
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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Topic Evolution
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Keyword Collector
(52)
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Trend Setter
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Generation
(5)
Deep Learning
(3)
Optimization & Theory
(3)
Learning Types Β· Deep Learning
(2)
Knowledge & Reasoning
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Learning Types Β· Machine Learning
(1)
Recognition
(1)
Representation
(1)
Keywords
logical reasoning
(2)
dialogue system
(2)
natural language understanding
(2)
task-oriented dialogue
(2)
large language model
(2)
speech synthesis
(1)
data augmentation
(1)
symbolic reasoning
(1)
automatic speech recognition
(1)
policy learning
(1)
language identification
(1)
program synthesis
(1)
self-supervised learning
(1)
instruction following
(1)
semantic consistency
(1)
preference optimization
(1)
spoken language understanding
(1)
knowledge graph reasoning
(1)
dialogue state tracking
(1)
speech recognition
(1)
Papers
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
ACL 2026
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
ICLR 2025
Self-Consistency Preference Optimization
ICML 2025
Scaling Speech Technology to 1,000+ Languages
JMLR 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning
EMNLP 2024
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
ICLR 2023
Logical Reasoning for Task Oriented Dialogue Systems
ACL 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
ACL 2022
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
ACL 2020