Yingyan Hou
6 papers · 2022–2025 · 3 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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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Machine Learning
(4)
Applications · Natural Language Processing
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Generation
(1)
Keywords
document retrieval
(3)
semantic search
(2)
retrieval-augmented generation
(2)
information retrieval
(2)
monte carlo tree search
(1)
end-to-end learning
(1)
hallucination mitigation
(1)
memory mechanism
(1)
reasoning benchmark
(1)
error analysis
(1)
multimodal embedding
(1)
citation generation
(1)
evidence verification
(1)
embedding vector
(1)
mistake analysis
(1)
principle generation
(1)
error clustering
(1)
verifiable text generation
(1)
claim-citation alignment
(1)
vector retrieval
(1)
Papers
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
EMNLP 2025
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval
ACL 2025
Retrieved In-Context Principles from Previous Mistakes
EMNLP 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
EMNLP 2024
Model-enhanced Vector Index
NeurIPS 2023
A Neural Corpus Indexer for Document Retrieval
NeurIPS 2022