Jiannan Xiang
10 papers · 2020–2025 · 4 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
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Mega-Team Β· Squad
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The Questioner
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(8)
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Keyword Collector
(51)
Venues
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(5)
Deep Learning
(4)
Machine Learning
(4)
Learning Types
(4)
Reinforcement Learning
(3)
Applications Β· Natural Language Processing
(3)
Models
(3)
Robotics
(2)
Applications Β· Reinforcement Learning
(2)
Capabilities
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory
(2)
Keywords
multimodal learning
(2)
large language model
(2)
world model
(2)
policy learning
(2)
machine translation
(2)
generalization
(2)
cognitive modeling
(1)
statistical analysis
(1)
benchmark evaluation
(1)
language modeling
(1)
trajectory prediction
(1)
vision-language navigation
(1)
visual reasoning
(1)
evaluation methodology
(1)
question answering
(1)
multi-objective optimization
(1)
instruction following
(1)
syntactic information
(1)
low-rank adaptation
(1)
few-shot learning
(1)
Papers
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
DreamGen: Unlocking Generalization in Robot Learning through Video World Models
CoRL 2025
FLARE: Robot Learning with Implicit World Modeling
CoRL 2025
MMToM-QA: Multimodal Theory of Mind Question Answering
ACL 2024
Language Models Meet World Models: Embodied Experiences Enhance Language Models
NeurIPS 2023
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
EMNLP 2022
Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics
ACL 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance
ACL 2022
Assessing Dialogue Systems with Distribution Distances
ACL 2021
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation
EMNLP 2020