Zhiqiang Ma
14 papers · 2018–2026 · 6 venues · across top CS/AI venues
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large language model
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document understanding
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text classification
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information extraction
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benchmark evaluation
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domain adaptation
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imitation learning
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representation learning
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speech recognition
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self-supervised learning
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multi-task learning
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question answering
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prompt engineering
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neural machine translation
(1)
document-level translation
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multimodal learning
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named entity recognition
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visual question answering
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privacy preservation
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differential privacy
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Papers
Detecting Non-Membership in LLM Training Data via Rank Correlations
EACL 2026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
EACL 2026
LAOF: Robust Latent Action Learning with Optical Flow Constraints
CVPR 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
COLING 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
ACL 2025
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams
EMNLP 2024
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing
EACL 2024
βWhat is the value of templates?β Rethinking Document Information Extraction Datasets for LLMs
EMNLP 2024
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
EMNLP 2023
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
EMNLP 2022
The USTC-NEL Speech Translation system at IWSLT 2018
EMNLP 2018