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Entity Linking
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Assigning a unique identity to entities (such as famous individuals, locations, or companies) mentioned in text (Source: Wikipedia).
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking
Evaluation of LLMs on Long-tail Entity Linking in Historical Documents
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
Cross-Document Contextual Coreference Resolution in Knowledge Graphs
Explainable ICD Coding via Entity Linking
Entity-aware Cross-lingual Claim Detection for Automated Fact-checking
Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging
Vision-Language Models Struggle to Align Entities across Modalities
Musical Heritage Historical Entity Linking
Entity Linking using LLMs for Automated Product Carbon Footprint Estimation
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare
Audiopedia: Audio QA with Knowledge
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking
Unsupervised Named Entity Disambiguation for Low Resource Domains
Multi-level Matching Network for Multimodal Entity Linking
VP-MEL: Visual Prompts Guided Multimodal Entity Linking
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality
JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG
TIGER: Temporally Improved Graph Entity Linker
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting
MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations
$M^3EL$: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
Real World Conversational Entity Linking Requires More Than Zeroshots
Learning from Negative Samples in Generative Biomedical Entity Linking
DAC: Decomposed Automation Correction for Text-to-SQL
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models
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