Jingwei Cheng

30 papers · 2024–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (54) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (5) 🤝 Dynamic Duo (28) 🔬 Deep Specialist (12) 🏆 Keyword Champion (5) ⚡ Prolific Year (22) 💎 Century Club (28) 🗃️ Keyword Collector (124)

Conferences

EMNLP (13) ACL (6) COLING (6) AAAI (2) NAACL (2) IJCAI (1)

Top co-authors

Fu Zhang (30) Zehan Li (6) Guoqing Chen (5) Huangming Xu (5) Chenglong Lu (5) Xin Li (3) Linyan Yang (3) Chenxiao Li (3) Tianyue Peng (3) Hongsen Yu (3)

Keywords

large language model (8) knowledge graph (8) document-level relation extraction (7) entity alignment (7) relation extraction (5) zero-shot relation extraction (5) zero-shot learning (4) entity representation (3) temporal knowledge graph (3) hallucination mitigation (3) multi-label classification (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

VCGD: Visual Clue Guided Decoding with Caption Model for Mitigating Hallucination in Multimodal Large Language Models AAAI 2026

A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities AAAI 2026

Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion NAACL 2025

Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction 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

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

Capturing Latent Modal Association For Multimodal Entity Alignment EMNLP 2025

DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning EMNLP 2025

ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025

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

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

AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024

NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024