Jingwei Cheng
33 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (57) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Keyword Champion (8) π€ Dynamic Duo (33)
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(12)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(25)
Artificial Intelligence
(21)
Core AI
(19)
Natural Language Processing
(18)
Applications
(14)
Learning Types Β· Machine Learning
(13)
Deep Learning
(12)
Core Methods
(10)
Knowledge & Reasoning
(7)
Learning Types Β· Deep Learning
(7)
Representation
(6)
Application Areas
(5)
Learning Paradigms
(5)
Resources & Methods
(5)
Architectures
(4)
Keywords
large language model
(8)
knowledge graph
(8)
document-level relation extraction
(8)
entity alignment
(7)
zero-shot learning
(5)
zero-shot relation extraction
(5)
relation extraction
(5)
multi-label classification
(4)
multi-modal entity alignment
(4)
entity representation
(3)
hallucination mitigation
(3)
temporal knowledge graph
(3)
multimodal learning
(3)
knowledge graph reasoning
(3)
embedding learning
(3)
information extraction
(2)
entity pair
(2)
multimodal large language model
(2)
language model
(2)
relation prediction
(2)
Papers
A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities
AAAI 2026
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
ACL 2026
DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling
ACL 2026
VCGD: Visual Clue Guided Decoding with Caption Model for Mitigating Hallucination in Multimodal Large Language Models
AAAI 2026
Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems
ACL 2026
An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction
ACL 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
IJCAI 2025
Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment
EMNLP 2025
Capturing Latent Modal Association For Multimodal Entity Alignment
EMNLP 2025
CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction
COLING 2025
DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation
COLING 2025
DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning
EMNLP 2025
Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning
ACL 2025
EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs
ACL 2025
Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction
NAACL 2025
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction
EMNLP 2025
Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment
COLING 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction
EMNLP 2025
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction
EMNLP 2025
Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models
EMNLP 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization
ACL 2025
Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment
ACL 2025
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction
COLING 2025
Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion
NAACL 2025
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback
COLING 2025
SGMEA: Structure-Guided Multimodal Entity Alignment
COLING 2025
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation
EMNLP 2025
Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts
EMNLP 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction
ACL 2024
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models
EMNLP 2024
NALA: an Effective and Interpretable Entity Alignment Method
EMNLP 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning
EMNLP 2024
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework
EMNLP 2024