Zihe Song
3 papers · 2022–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
CVPR (1)
Top co-authors
Keywords
large language model
(2)
knowledge representation
(1)
multimodal learning
(1)
adversarial attack
(1)
multimodal large language model
(1)
computational cost
(1)
hallucination detection
(1)
dataset benchmark
(1)
structured knowledge
(1)
attribute value extraction
(1)
semantic grounding
(1)
efficiency robustness
(1)
image caption generation
(1)
neural network
(1)
mechanistic analysis
(1)
benchmark evaluation
(1)
implicit attribute
(1)
Papers
Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations
ACL 2026
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
ACL 2024
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models
CVPR 2022