Can Ma
12 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Machine Learning
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Applications · Natural Language Processing
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Computer Vision
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multimodal large language model
(3)
table-to-text generation
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self-supervised learning
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prompt engineering
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code generation
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chain-of-thought reasoning
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question decomposition
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multimodal learning
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document understanding
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document parsing
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language model
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video retrieval
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semantic alignment
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synthetic data generation
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text generation
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in-context learning
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table question answering
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cross attention
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video question answering
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visual question answering
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Papers
MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation
CVPR 2026
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
CVPR 2026
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs’ Sentimental Perception Capability
ICML 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
CVPR 2025
Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues
AAAI 2025
Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering
AAAI 2025
Free your mouse! Command Large Language Models to Generate Code to Format Word Documents
EMNLP 2024
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
ACL 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation
EACL 2023
Graph-to-Text Generation with Dynamic Structure Pruning
COLING 2022
Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation
ACL 2021
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning
AAAI 2020