conftrace_

entity extraction

258 papers

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Co-occurring keywords

named entity recognition (2813) relation extraction (919) information extraction (1090) knowledge graph (1837) large language model (13587) question answering (2963) text classification (6793) joint extraction (38) knowledge base (804) neural network (6616)

Papers

LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts EACL 2026
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026
A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities AAAI 2026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images EACL 2026
Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ACL 2026
LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases IJCNLP 2025
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025
HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025
SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News SEMEVAL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models AAAI 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025
Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025
Multilingual Analysis of Narrative Properties in Conspiracist vs Mainstream Telegram Channels ACL 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025