NaijaNER : Comprehensive Named Entity Recognition for 5 Nigerian Languages Mar 30, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Contextual Text Embeddings for Twi Mar 29, 2021 Face Model Machine Translation
— Unverified 0Industry Scale Semi-Supervised Learning for Natural Language Understanding Mar 29, 2021 intent-classification Intent Classification
— Unverified 0Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification Mar 25, 2021 Benchmarking Decoder
— Unverified 0TMR: Evaluating NER Recall on Tough Mentions Mar 23, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0MasakhaNER: Named Entity Recognition for African Languages Mar 22, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 1Comparing the Performance of NLP Toolkits and Evaluation measures in Legal Tech Mar 12, 2021 Classification Domain Adaptation
— Unverified 0Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions Mar 12, 2021 Event Detection Federated Learning
— Unverified 0Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Mar 11, 2021 Cross-Lingual NER Cross-Lingual Word Embeddings
Code Code Available 0Evaluation of Morphological Embeddings for the Russian Language Mar 11, 2021 Chunking NER
— Unverified 0Automated Generation of Interorganizational Disaster Response Networks through Information Extraction Feb 27, 2021 Disaster Response named-entity-recognition
— Unverified 0NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques Feb 24, 2021 NER token-classification
Code Code Available 1Subword Pooling Makes a Difference Feb 22, 2021 NER POS
Code Code Available 0Evaluating Contextualized Language Models for Hungarian Feb 22, 2021 NER POS
Code Code Available 0Analysis Of Contextual and Non-Contextual Word Embedding Models For Hindi NER With Web Application For Data Collection Feb 18, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Semantic Parsing to Manipulate Relational Database For a Management System Feb 18, 2021 Management NER
— Unverified 0Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context Feb 17, 2021 Multi-Task Learning named-entity-recognition
— Unverified 0RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER Feb 5, 2021 Multi-modal Named Entity Recognition named-entity-recognition
Code Code Available 1BNLP: Natural language processing toolkit for Bengali language Jan 31, 2021 16k NER
Code Code Available 1BERTaú: Itaú BERT for digital customer service Jan 28, 2021 Chatbot Information Retrieval
— Unverified 0Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment Jan 26, 2021 Cross-Lingual NER Entity Alignment
— Unverified 0Named Entity Recognition in the Style of Object Detection Jan 26, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Recent Trends in Named Entity Recognition (NER) Jan 25, 2021 Deep Learning Entity Linking
— Unverified 0SkillNER: Mining and Mapping Soft Skills from any Text Jan 22, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 1Validating Label Consistency in NER Data Annotation Jan 21, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Single versus Multiple Annotation for Named Entity Recognition of Mutations Jan 19, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0SoftNER: Mining Knowledge Graphs From Cloud Incidents Jan 15, 2021 Cloud Computing Knowledge Graphs
— Unverified 0Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling Jan 12, 2021 Language Modelling NER
Code Code Available 0A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Jan 11, 2021 Chinese Named Entity Recognition Chinese Word Segmentation
— Unverified 0PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing Jan 5, 2021 Dependency Parsing Language Modeling
Code Code Available 1Lex-BERT: Enhancing BERT based NER with lexicons Jan 2, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition Jan 2, 2021 Low Resource Named Entity Recognition named-entity-recognition
Code Code Available 1De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models Jan 1, 2021 De-identification named-entity-recognition
— Unverified 0How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Jan 1, 2021 Memorization named-entity-recognition
Code Code Available 0XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP Jan 1, 2021 Cross-Lingual Transfer Data Augmentation
— Unverified 0PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals Jan 1, 2021 Informativeness named-entity-recognition
— Unverified 0Adaptive Self-training for Neural Sequence Labeling with Few Labels Jan 1, 2021 Meta-Learning named-entity-recognition
— Unverified 0Counterfactual Thinking for Long-tailed Information Extraction Jan 1, 2021 Causal Inference counterfactual
— Unverified 0An Automated Domain Understanding Technique for Knowledge Graph Generation Jan 1, 2021 Graph Generation named-entity-recognition
— Unverified 0An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain Dec 31, 2020 NER
— Unverified 0TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis Dec 31, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Few-Shot Named Entity Recognition: A Comprehensive Study Dec 29, 2020 Few-Shot Learning Meta-Learning
Code Code Available 1Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Dec 22, 2020 Cross-Lingual NER Domain Adaptation
Code Code Available 0Domain specific BERT representation for Named Entity Recognition of lab protocol Dec 21, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1A hybrid deep-learning approach for complex biochemical named entity recognition Dec 20, 2020 Attribute Attribute Extraction
— Unverified 0Named Entity Recognition in the Legal Domain using a Pointer Generator Network Dec 17, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning Dec 15, 2020 Multi-Task Learning NER
— Unverified 0Nested Named Entity Recognition with Partially-Observed TreeCRFs Dec 15, 2020 Constituency Parsing named-entity-recognition
Code Code Available 1Vartani Spellcheck -- Automatic Context-Sensitive Spelling Correction of OCR-generated Hindi Text Using BERT and Levenshtein Distance Dec 14, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0An End-to-End Solution for Named Entity Recognition in eCommerce Search Dec 11, 2020 named-entity-recognition Named Entity Recognition
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