Jinghui Lu
16 papers · 2022–2026 · 7 venues · across top CS/AI venues
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visual question answering
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zero-shot learning
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named entity recognition
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domain adaptation
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few-shot learning
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multimodal large language model
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prompt learning
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vision-language model
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document understanding
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in-context learning
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data augmentation
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image segmentation
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multilingual nlp
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sequence modeling
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text classification
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rationale extraction
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Papers
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement
AAAI 2026
A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding
ACL 2025
Advancing Sequential Numerical Prediction in Autoregressive Models
ACL 2025
Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
ACL 2025
Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM
ICCV 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
ACL 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?
EMNLP 2025
Evaluating Large Language Models on Wikipedia-Style Survey Generation
ACL 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
NeurIPS 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning
COLING 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization
NAACL 2024
Deeply Coupled Cross-Modal Prompt Learning
ACL 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets
AAAI 2023
What Makes Pre-trained Language Models Better Zero-shot Learners?
ACL 2023
A Rationale-Centric Framework for Human-in-the-loop Machine Learning
ACL 2022