Mengzhao Jia
8 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(23)
Conferences
ACL (3)
NAACL (2)
AAAI (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
multimodal learning
(2)
multimodal large language model
(2)
language model
(2)
mathematical reasoning
(1)
machine translation
(1)
multilingual nlp
(1)
sarcasm detection
(1)
instruction following
(1)
machine unlearning
(1)
out-of-distribution generalization
(1)
low-resource language
(1)
spurious correlation
(1)
model utility
(1)
multi-hop reasoning
(1)
multimodal benchmark
(1)
counterfactual augmentation
(1)
multimodal sarcasm detection
(1)
pivot language
(1)
external knowledge
(1)
counterfactual data augmentation
(1)
Papers
MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring
ACL 2026
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
ICLR 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
NAACL 2025
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
NAACL 2025
Debiasing Multimodal Sarcasm Detection with Contrastive Learning
AAAI 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning
ACL 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
EMNLP 2024
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation
ACL 2023