Jingwei Cheng
33 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5)
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Conference Polyglot
(5)
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Dynamic Duo
(28)
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Deep Specialist
(12)
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Keyword Champion
(5)
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Prolific Year
(22)
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Century Club
(28)
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Keyword Collector
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Conferences
EMNLP (13)
ACL (9)
COLING (6)
AAAI (2)
NAACL (2)
IJCAI (1)
Top co-authors
Keywords
large language model
(8)
knowledge graph
(8)
document-level relation extraction
(8)
entity alignment
(7)
zero-shot learning
(5)
relation extraction
(5)
zero-shot relation extraction
(5)
multi-label classification
(4)
entity representation
(3)
temporal knowledge graph
(3)
hallucination mitigation
(3)
knowledge graph reasoning
(3)
embedding learning
(3)
multi-modal learning
(3)
information extraction
(2)
entity pair
(2)
pre-trained language model
(2)
language model
(2)
relation prediction
(2)
multimodal large language model
(2)
Papers
A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities
AAAI 2026
DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling
ACL 2026
Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems
ACL 2026
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
ACL 2026
VCGD: Visual Clue Guided Decoding with Caption Model for Mitigating Hallucination in Multimodal Large Language Models
AAAI 2026
SGMEA: Structure-Guided Multimodal Entity Alignment
COLING 2025
CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction
COLING 2025
Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment
ACL 2025
Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning
ACL 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization
ACL 2025
EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs
ACL 2025
An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction
ACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction
EMNLP 2025
Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models
EMNLP 2025
Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment
EMNLP 2025
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation
EMNLP 2025
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction
EMNLP 2025
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction
EMNLP 2025
DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning
EMNLP 2025
Capturing Latent Modal Association For Multimodal Entity Alignment
EMNLP 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
IJCAI 2025
Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction
NAACL 2025
Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion
NAACL 2025
DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation
COLING 2025
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback
COLING 2025
Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction
COLING 2025
Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment
COLING 2025
NALA: an Effective and Interpretable Entity Alignment Method
EMNLP 2024
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework
EMNLP 2024
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models
EMNLP 2024
Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts
EMNLP 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning
EMNLP 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction
ACL 2024