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Methodology
← Understanding
Natural Language Processing
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Understanding
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Named Entity Recognition
1355 directly classified papers
Papers per year
2000: 1
2008: 1
2009: 1
2010: 1
2016: 7
2017: 29
2018: 72
2019: 137
2020: 134
2021: 184
2022: 203
2023: 273
2024: 174
2025: 112
2026: 26
Papers
Legal_try at SemEval-2023 Task 6: Voting Heterogeneous Models for Entities identification in Legal Documents
SEMEVAL 2023
UO-LouTAL at SemEval-2023 Task 6: Lightweight Systems for Legal Processing
SEMEVAL 2023
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization
EMNLP 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
SEMEVAL 2023
AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese
ACL 2023
MMT: A Multilingual and Multi-Topic Indian Social Media Dataset
EACL 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets
AAAI 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
ACL 2023
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset
EMNLP 2023
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction
EMNLP 2023
DiNeR: A Large Realistic Dataset for Evaluating Compositional Generalization
EMNLP 2023
IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases
SEMEVAL 2023
Joint Speech Translation and Named Entity Recognition
INTERSPEECH 2023
Learn to Not Link: Exploring NIL Prediction in Entity Linking
ACL 2023
LSJSP at SemEval-2023 Task 2: FTBC: A FastText based framework with pre-trained BERT for NER
SEMEVAL 2023
Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue
EMNLP 2023
Perceptual and Task-Oriented Assessment of a Semantic Metric for ASR Evaluation
INTERSPEECH 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system
SEMEVAL 2023
Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer
IJCAI 2023
Deep Span Representations for Named Entity Recognition
ACL 2023
Janko at SemEval-2023 Task 2: Bidirectional LSTM Model Based on Pre-training for Chinese Named Entity Recognition
SEMEVAL 2023
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages
EACL 2023
NerCo: A Contrastive Learning Based Two-Stage Chinese NER Method
IJCAI 2023
CoAug: Combining Augmentation of Labels and Labelling Rules
ACL 2023
D2KLab at SemEval-2023 Task 2: Leveraging T-NER to Develop a Fine-Tuned Multilingual Model for Complex Named Entity Recognition
SEMEVAL 2023
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