named entity recognition

2801 papers

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Also known as

NER NE NERC

Co-occurring keywords

text classification (6776) information extraction (1071) sequence labeling (824) relation extraction (915) transfer learning (5442) large language model (12755) domain adaptation (4578) cross-lingual transfer (1468) transformer model (1988) part-of-speech tagging (521)

Papers

Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025

Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025

Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025

Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025

Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025

DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025

CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text ACL 2025

Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025

Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025

Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025

BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025

SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025

Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025

SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025

Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025

An evaluation of Named Entity Recognition tools for detecting person names in philosophical text NAACL 2025

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025

Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025

A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025

HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025

Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025

Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025

A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025