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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 1001–1050 of 1729 papers

TitleStatusHype
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition—0
Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results—0
DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets—0
Language Clustering for Multilingual Named Entity Recognition—0
Towards Realistic Single-Task Continuous Learning Research for NERCode0
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair PredictionCode0
A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets—0
Benchmarking Biomedical Nested NER and Relation Extraction Models—0
Learning Rich Representation of Keyphrases from Text—0
Named Entity Recognition in Unstructured Medical Text Documents—0
Noisy Text Data: Achilles' Heel of popular transformer based NLP models—0
Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage—0
Home Appliance Review Research Via Adversarial Reptile—0
Aspect-Based Sentiment Analysis and Singer Name Entity Recognition using Parameter Generation Network Based Transfer Learning—0
Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling—0
Transliteration: A Simple Technique For Improving Multilingual Language Modeling—0
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning—0
Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial AttackCode0
The futility of STILTs for the classification of lexical borrowings in Spanish—0
reproducing "ner and pos when nothing is capitalized"Code0
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity RecognitionCode0
Low-Resource Named Entity Recognition Based on Multi-hop Dependency TriggerCode0
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer EncodersCode0
Evaluating Transferability of BERT Models on Uralic LanguagesCode0
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework—0
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations—0
Clinical Trial Information Extraction with BERT—0
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction—0
Truth Discovery in Sequence Labels from CrowdsCode0
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario—0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition—0
Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding—0
Transfer-based Enrichment of a Hungarian Named Entity Dataset—0
Transfer Learning for Czech Historical Named Entity Recognition—0
Invited Presentation—0
BERT-PersNER: A New Model for Persian Named Entity Recognition—0
Serbian NER&Beyond: The Archaic and the Modern Intertwinned—0
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty EstimationCode0
Learning Entity-Likeness with Multiple Approximate Matches for Biomedical NER—0
TR-SEQ: Named Entity Recognition Dataset for Turkish Search Engine Queries—0
ComboNER: A Lightweight All-In-One POS Tagger, Dependency Parser and NER—0
Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology—0
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable PromptingCode0
Multi-Task Triplet Loss for Named Entity Recognition using Supplementary Text—0
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging—0
Rethinking Negative Sampling for Handling Missing Entity Annotations—0
CancerBERT: a BERT model for Extracting Breast Cancer Phenotypes from Electronic Health Records—0
Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches—0
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction—0
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants—0
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