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Named Entity Recognition

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TitleStatusHype
A New Multifractal-based Deep Learning Model for Text Mining—0
KazNERD: Kazakh Named Entity Recognition DatasetCode1
Temporal Effects on Pre-trained Models for Language Processing TasksCode0
Few-shot Named Entity Recognition with Cloze Questions—0
CL-NERIL: A Cross-Lingual Model for NER in Indian LanguagesCode0
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles—0
Textbook to triples: Creating knowledge graph in the form of triples from AI TextBook—0
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural SpeechCode1
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity RecognitionCode0
Explicit Modeling the Context for Chinese NER—0
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective—0
Towards Building Automatic Medical Consultation System: Framework, Task and Dataset—0
Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition—0
Distantly Supervised Named Entity Recognition with Category-Oriented Confidence CalibrationCode0
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing—0
Topic Sentence Named Entity Recognition: A New Task with Its Dataset and Benchmarks—0
Computer Science Articles Named Entity Recognition Datasets: Survey and Our Recent Development—0
Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER—0
Multi-Granularity Contrastive Knowledge Distillation for Multimodal Named Entity Recognition—0
CBLUE: A Chinese Biomedical Language Understanding EvaluationBenchmark—0
Lifting the Curse of Multilinguality by Pre-training Modular Transformers—0
Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data—0
Boundary Smoothing for Named Entity Recognition—0
Slot Filling for Biomedical Information Extraction—0
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables—0
SegMix: A Simple Structure-Aware Data Augmentation Method—0
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning—0
KALA: Knowledge-Augmented Language Model Adaptation—0
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction—0
DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning—0
Cross-domain Named Entity Recognition via Graph Matching—0
Question Answering Infused Pre-training of General-Purpose Contextualized Representations—0
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition—0
Listen to Both Sides and be Enlightened! -- Hierarchical Modality Fusion Network for Entity and Relation Extraction—0
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER—0
Are We NER Yet? Measuring the Impact of ASR Errors on Named Entity Recognition in Spontaneous Conversation Transcripts—0
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition—0
KinyaBERT: a Morphology-aware Kinyarwanda Language Model—0
Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition—0
Few-Shot Named Entity Recognition with Biaffine Span Representation—0
TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts—0
Rethinking Negative Sampling for Handling Missing Entity Annotations—0
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis—0
Few-shot Named Entity Recognition with Joint Token and Sentence Awareness—0
Zero-Shot Learning in Named-Entity Recognition with External KnowledgeCode1
DataWords: Getting Contrarian with Text, Structured Data and Explanations—0
The overview of the NLM-Chem BioCreative VII track: full-text chemical identification and indexing in PubMed articles—0
Focusing on Potential Named Entities During Active Label AcquisitionCode1
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