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

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025

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

LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation COLING 2025

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

Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization ACL 2025

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

Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025

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

FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation ACL 2025

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

GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025

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

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

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

Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language NAACL 2025

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

BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025

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

RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling ACL 2025

NameTag 3: A Tool and a Service for Multilingual/Multitagset NER ACL 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ACL 2025

Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025

Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025

Massively Multilingual Instruction-Following Information Extraction ACL 2025

Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025