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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

Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives NAACL 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024
GenGO: ACL Paper Explorer with Semantic Features ACL 2024
UF-HOBI at “Discharge Me!”: A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models ACL 2024
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision EMNLP 2023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance EMNLP 2023
Headline Generation for Stock Price Fluctuation Articles IJCNLP 2023
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023
LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023
WRF: Weighted Rouge-F1 Metric for Entity Recognition IJCNLP 2023
Sakura at SemEval-2023 Task 2: Data Augmentation via Translation ACL 2023
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models EMNLP 2023
AniEE: A Dataset of Animal Experimental Literature for Event Extraction EMNLP 2023
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER SEMEVAL 2023
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023
The Less the Merrier? Investigating Language Representation in Multilingual Models EMNLP 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER ACL 2023
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy EMNLP 2023
Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023
KDDIE at SemEval-2023 Task 2: External Knowledge Injection for Named Entity Recognition ACL 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023