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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages AACL 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
Named Entity Recognition in Context: Edit_Dunhuang team Technical Report for Evahan2025 NER Competition NAACL 2025
Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025
Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025
ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025
Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 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 SEMEVAL 2025
GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025
Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025
Prompt Tuning for Speech Recognition on Unknown Spoken Name Entities INTERSPEECH 2024
BAND: Biomedical Alert News Dataset AAAI 2024
The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024
TLab at #SMM4H 2024: Retrieval-Augmented Generation for ADE Extraction and Normalization ACL 2024