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Natural Language Processing
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Named Entity Recognition
1215 directly classified papers
Papers per year
2012: 1
2013: 1
2016: 7
2017: 45
2018: 79
2019: 124
2020: 139
2021: 144
2022: 218
2023: 198
2024: 113
2025: 141
2026: 5
Papers
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SEMEVAL 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER
SEMEVAL 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble
AAAI 2023
UO-LouTAL at SemEval-2023 Task 6: Lightweight Systems for Legal Processing
SEMEVAL 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
SEMEVAL 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system
SEMEVAL 2023
FII_Better at SemEval-2023 Task 2: MultiCoNER II Multilingual Complex Named Entity Recognition
SEMEVAL 2023
Ginn-Khamov at SemEval-2023 Task 6, Subtask B: Legal Named Entities Extraction for Heterogenous Documents
SEMEVAL 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach
SEMEVAL 2023
RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network
SEMEVAL 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets
AAAI 2023
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition
AAAI 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER
AAAI 2023
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition
AAAI 2023
LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation
AAAI 2023
The Role of Global and Local Context in Named Entity Recognition
ACL 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN
ACL 2023
SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER
AAAI 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning
ACL 2023
LSJSP at SemEval-2023 Task 2: FTBC: A FastText based framework with pre-trained BERT for NER
ACL 2023
Information Extraction from Legal Wills: How Well Does GPT-4 Do?
EMNLP 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval
EMNLP 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP
ACL 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking
EMNLP 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system
ACL 2023
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