Enhancing Relation Extraction via Adversarial Multi-task Learning Jun 1, 2022 Multi-Task Learning named-entity-recognition
Code Code Available 0Enhancing Deep Learning with Embedded Features for Arabic Named Entity Recognition Jun 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Named Entity Recognition in Estonian 19th Century Parish Court Records Jun 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment Jun 1, 2022 Diagnostic Few-Shot Learning
Code Code Available 0Cross-Clinic De-Identification of Swedish Electronic Health Records: Nuances and Caveats Jun 1, 2022 De-identification named-entity-recognition
— Unverified 0Comparing Annotated Datasets for Named Entity Recognition in English Literature Jun 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0NerKor+Cars-OntoNotes++ Jun 1, 2022 Cross-Lingual Transfer NER
Code Code Available 0The Bulgarian Event Corpus: Overview and Initial NER Experiments Jun 1, 2022 Event Detection NER
— Unverified 0Fine-Grained Error Analysis and Fair Evaluation of Labeled Spans Jun 1, 2022 Chunking NER
Code Code Available 0GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers Jun 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0Enhanced Entity Annotations for Multilingual Corpora Jun 1, 2022 Articles Entity Linking
Code Code Available 1SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models May 29, 2022 Low Resource Named Entity Recognition named-entity-recognition
— Unverified 0Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning May 25, 2022 Cross-Lingual NER Language Modeling
— Unverified 0R2D2: Robust Data-to-Text with Replacement Detection May 25, 2022 Data-to-Text Generation Entity Retrieval
Code Code Available 0FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source May 24, 2022 Knowledge Graphs NER
— Unverified 0Overview of STEM Science as Process, Method, Material, and Data Named Entities May 24, 2022 Articles Astronomy
Code Code Available 0Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding May 23, 2022 Natural Language Understanding NER
Code Code Available 1A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature May 23, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0RuNNE-2022 Shared Task: Recognizing Nested Named Entities May 23, 2022 Dialogue Evaluation named-entity-recognition
Code Code Available 1Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT May 19, 2022 Multi-Task Learning named-entity-recognition
Code Code Available 1A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art May 18, 2022 Articles named-entity-recognition
— Unverified 0Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT May 17, 2022 Cross-Lingual Transfer Language Modeling
— Unverified 0Hero-Gang Neural Model For Named Entity Recognition May 15, 2022 model named-entity-recognition
Code Code Available 1Comparing Open Arabic Named Entity Recognition Tools May 12, 2022 Articles named-entity-recognition
— Unverified 0NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension May 12, 2022 Attribute Machine Reading Comprehension
— Unverified 0NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition May 12, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 1Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes May 11, 2022 Entity Linking named-entity-recognition
Code Code Available 1Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion May 4, 2022 Information Retrieval Knowledge Graph Completion
Code Code Available 2Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? May 3, 2022 coreference-resolution Coreference Resolution
— Unverified 0Biographical: A Semi-Supervised Relation Extraction Dataset May 2, 2022 Articles Knowledge Graphs
— Unverified 0GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks May 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 1Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification May 1, 2022 NER token-classification
— Unverified 0TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers May 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data May 1, 2022 Language Modeling Language Modelling
Code Code Available 0Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data May 1, 2022 Auxiliary Learning Multi-Task Learning
— Unverified 0De-Bias for Generative Extraction in Unified NER Task May 1, 2022 Attribute Data Augmentation
— Unverified 0Nested Named Entity Recognition with Span-level Graphs May 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Are you a hero or a villain? A semantic role labelling approach for detecting harmful memes. May 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Few-Shot Class-Incremental Learning for Named Entity Recognition May 1, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Thai Nested Named Entity Recognition Corpus May 1, 2022 Articles Language Modeling
Code Code Available 1Named Entity Recognition for Cancer Immunology Research Using Distant Supervision May 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training May 1, 2022 named-entity-recognition Named Entity Recognition
— Unverified 0Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking May 1, 2022 Language Modeling Language Modelling
— Unverified 0An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition May 1, 2022 Cross-Lingual NER Knowledge Distillation
— Unverified 0Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts May 1, 2022 Data Augmentation named-entity-recognition
— Unverified 0Pretrained Biomedical Language Models for Clinical NLP in Spanish May 1, 2022 NER
Code Code Available 1Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples May 1, 2022 Continual Learning Continual Named Entity Recognition
— Unverified 0Biomedical NER using Novel Schema and Distant Supervision May 1, 2022 Medical Named Entity Recognition named-entity-recognition
— Unverified 0DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature May 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 0What do we Really Know about State of the Art NER? Apr 29, 2022 named-entity-recognition Named Entity Recognition
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