DaN+: Danish Nested Named Entities and Lexical Normalization May 24, 2021 Cross-Lingual Transfer Lexical Normalization
Code Code Available 0Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism May 21, 2021 Joint Entity and Relation Extraction named-entity-recognition
— Unverified 0A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning May 19, 2021 Federated Learning NER
Code Code Available 0Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks May 18, 2021 Boundary Detection Decoder
Code Code Available 0Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network May 13, 2021 Cross-Domain Named Entity Recognition Graph Neural Network
— Unverified 0Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer May 12, 2021 Cross-Lingual Transfer Multilingual NLP
Code Code Available 0Fine-grained Named Entity Annotation for Finnish May 1, 2021 NER
— Unverified 0Knowledge Distillation for Swedish NER models: A Search for Performance and Efficiency May 1, 2021 Knowledge Distillation Model Compression
— Unverified 0An analysis of full-size Russian complexly NER labelled corpus of Internet user reviews on the drugs based on deep learning and language neural nets Apr 30, 2021 Language Modelling NER
— Unverified 0Multi-Task Learning of Query Intent and Named Entities using Transfer Learning Apr 28, 2021 Multi-Task Learning named-entity-recognition
— Unverified 0Optimizing small BERTs trained for German NER Apr 23, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp Apr 20, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Regularization for Long Named Entity Recognition Apr 15, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Zero-Resource Multi-Dialectal Arabic Natural Language Understanding Apr 14, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Effect of depth order on iterative nested named entity recognition models Apr 2, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages Apr 1, 2021 Cross-Lingual Entity Linking Entity Linking
— Unverified 0Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems Apr 1, 2021 Domain Adaptation Miscellaneous
Code Code Available 0Multilingual Named Entity Recognition and Matching Using BERT and Dedupe for Slavic Languages Apr 1, 2021 Multilingual Named Entity Recognition named-entity-recognition
— Unverified 0Multilingual Slavic Named Entity Recognition Apr 1, 2021 Language Modeling Language Modelling
— Unverified 0Identifying Named Entities as they are Typed Apr 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0FuzzyBIO: A Proposal for Fuzzy Representation of Discontinuous Entities Apr 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available 0Subword Pooling Makes a Difference Apr 1, 2021 NER POS
Code Code Available 0Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task Apr 1, 2021 Benchmarking Language Modeling
Code Code Available 0Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts Apr 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Priberam Labs at the 3rd Shared Task on SlavNER Apr 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0NaijaNER : Comprehensive Named Entity Recognition for 5 Nigerian Languages Mar 30, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0Industry Scale Semi-Supervised Learning for Natural Language Understanding Mar 29, 2021 intent-classification Intent Classification
— Unverified 0Contextual Text Embeddings for Twi Mar 29, 2021 Face Model Machine Translation
— 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 0Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions Mar 12, 2021 Event Detection Federated Learning
— Unverified 0Comparing the Performance of NLP Toolkits and Evaluation measures in Legal Tech Mar 12, 2021 Classification Domain Adaptation
— 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 0Evaluating Contextualized Language Models for Hungarian Feb 22, 2021 NER POS
Code Code Available 0Subword Pooling Makes a Difference 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 0BERTaú: Itaú BERT for digital customer service Jan 28, 2021 Chatbot Information Retrieval
— Unverified 0Named Entity Recognition in the Style of Object Detection Jan 26, 2021 named-entity-recognition Named Entity Recognition
— 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 0Recent Trends in Named Entity Recognition (NER) Jan 25, 2021 Deep Learning Entity Linking
— Unverified 0Validating 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 0Lex-BERT: Enhancing BERT based NER with lexicons Jan 2, 2021 named-entity-recognition Named Entity Recognition
— Unverified 0