Siwei Wu
10 papers · 2023–2026 · 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
π
Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Natural Language Processing
(6)
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(3)
Applications
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Reasoning
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
commonsense reasoning
(3)
vision-language model
(3)
large language model
(2)
text generation
(2)
contrastive learning
(2)
knowledge graph completion
(2)
direct preference optimization
(1)
visual question answering
(1)
reinforcement learning
(1)
data annotation
(1)
image captioning
(1)
text summarization
(1)
summarization evaluation
(1)
cross-modal retrieval
(1)
commonsense knowledge
(1)
object detection
(1)
knowledge base
(1)
graph representation
(1)
instruction tuning
(1)
scene graph
(1)
Papers
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
EACL 2026
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
EACL 2026
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation
IJCNLP 2025
DocMMIR: A Framework for Document Multi-modal Information Retrieval
EMNLP 2025
LIME: Less Is More for MLLM Evaluation
ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports
ACL 2025
VCD: A Dataset for Visual Commonsense Discovery in Images
ACL 2025
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
ACL 2024
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering
ACL 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths
ACL 2023