entity extraction

KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025 MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025 Multilingual Analysis of Narrative Properties in Conspiracist vs Mainstream Telegram Channels ACL 2025 NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025 On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News SemEval 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025 Synthetic continued pretraining ICLR 2025 Talking Point based Ideological Discourse Analysis in News Events ACL 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa SemEval 2025 An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024 Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024 Challenges in End-to-End Policy Extraction from Climate Action Plans ACL 2024 Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024 Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NeurIPS 2024 Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024