Jiapeng Wang
20 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Machine Learning
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Natural Language Processing
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Deep Learning
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Artificial Intelligence
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Core AI · Artificial Intelligence
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Application Areas
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Learning Types · Machine Learning
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Resources & Methods
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Learning Types · Deep Learning
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Models
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Computer Vision
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Core AI · Computer Vision
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Keywords
large language model
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document understanding
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knowledge distillation
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visual information extraction
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multimodal learning
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mathematical reasoning
(3)
benchmark evaluation
(2)
cross-modal learning
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multimodal large language model
(2)
reinforcement learning
(2)
retrieval-augmented generation
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optical character recognition
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visual reasoning
(2)
data augmentation
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model compression
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large multimodal model
(2)
data synthesis
(2)
visual question answering
(1)
multi-task learning
(1)
video generation
(1)
Papers
Benchmarking and Learning Real-World Customer Service Dialogue
ACL 2026
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library
EACL 2026
URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding
AAAI 2026
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
CVPR 2025
Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis
IJCAI 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models
ACL 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me
ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
ACL 2025
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model
ACL 2025
DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation
ACL 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
NeurIPS 2024
LLMBox: A Comprehensive Library for Large Language Models
ACL 2024
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents
ACL 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
EMNLP 2024
CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval
ACL 2023
Revisiting Scene Text Recognition: A Data Perspective
ICCV 2023
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding
ACL 2022
MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction
IJCAI 2021
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences
IJCAI 2021
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution
AAAI 2021