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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 651–700 of 1729 papers

TitleStatusHype
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes—0
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
The Impact of Data Corruption on Named Entity Recognition for Low-resourced Languages—0
SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence LabelingCode0
A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition—0
Global Pointer: Novel Efficient Span-based Approach for Named Entity Recognition—0
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports—0
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning—0
Accurate clinical and biomedical Named entity recognition at scaleCode3
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource LanguagesCode0
AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition—0
Part-of-Speech Tagging of Odia Language Using statistical and Deep Learning-Based Approaches—0
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition—0
Rethinking the Value of Gazetteer in Chinese Named Entity RecognitionCode0
Resilience of Named Entity Recognition Models under Adversarial AttackCode0
OPDAI at SemEval-2022 Task 11: A hybrid approach for Chinese NER using outside Wikipedia knowledge—0
silpa_nlp at SemEval-2022 Tasks 11: Transformer based NER models for Hindi and Bangla languages—0
Generating unlabelled data for a tri-training approach in a low resourced NER taskCode0
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER)—0
AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER—0
JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their DescriptionsCode0
Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity RecognitionCode0
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition—0
Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location RecognitionCode0
KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition—0
MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)Code1
Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource LanguageCode0
L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition—0
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial LabelsCode0
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector RepresentationsCode0
UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition—0
Sentence-Level Resampling for Named Entity RecognitionCode0
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget—0
PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning—0
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition—0
DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models—0
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer—0
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer—0
GERNERMED++: Transfer Learning in German Medical NLPCode0
NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution ShiftsCode1
Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents—0
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language ModelsCode1
Contextualization and Generalization in Entity and Relation Extraction—0
CMNEROne at SemEval-2022 Task 11: Code-Mixed Named Entity Recognition by leveraging multilingual data—0
Searching for Optimal Subword Tokenization in Cross-domain NERCode0
Enriching a Fashion Knowledge Graph from Product Textual Descriptions—0
MNLP at FinCausal2022: Nested NER with a Generative Model—0
AsNER - Annotated Dataset and Baseline for Assamese Named Entity recognition—0
ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term RecognitionCode0
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