The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Entity Enhanced BERT Pre-training for Chinese NER Nov 1, 2020 NER
— Unverified 0Attending to Long-Distance Document Context for Sequence Labeling Nov 1, 2020 NER
Code Code Available 0BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Enhance Robustness of Sequence Labelling with Masked Adversarial Training Nov 1, 2020 Chunking named-entity-recognition
— Unverified 0Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling Nov 1, 2020 Cross-Lingual Document Classification Document Classification
— Unverified 0Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols Nov 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition Nov 1, 2020 Language Modeling Language Modelling
— Unverified 0Crime event localization and deduplication Nov 1, 2020 Articles Event Extraction
— Unverified 0Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols Nov 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Hierarchical Region Learning for Nested Named Entity Recognition Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER Nov 1, 2020 Language Modeling Language Modelling
— Unverified 0If You Build Your Own NER Scorer, Non-replicable Results Will Come Nov 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling Nov 1, 2020 Extracting COVID-19 Events from Twitter Language Modeling
— Unverified 0RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain Oct 29, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Improving Multilingual Models with Language-Clustered Vocabularies Oct 24, 2020 NER
— Unverified 0Auxiliary Sequence Labeling Tasks for Disfluency Detection Oct 24, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0UNER: Universal Named-Entity RecognitionFramework Oct 23, 2020 Knowledge Graphs named-entity-recognition
— Unverified 0Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment Oct 20, 2020 GPU NER
— Unverified 0BERTnesia: Investigating the capture and forgetting of knowledge in BERT Oct 19, 2020 Knowledge Base Completion NER
Code Code Available 0Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers Oct 9, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages Oct 7, 2020 NER Topic Classification
Code Code Available 0Adaptive Self-training for Few-shot Neural Sequence Labeling Oct 7, 2020 Meta-Learning named-entity-recognition
— Unverified 0Dissecting Span Identification Tasks with Performance Prediction Oct 6, 2020 Chunking NER
— Unverified 0NLP Service APIs and Models for Efficient Registration of New Clients Oct 4, 2020 GPU Language Modeling
— Unverified 0Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism Oct 1, 2020 Chinese Named Entity Recognition named-entity-recognition
— Unverified 0BENNERD: A Neural Named Entity Linking System for COVID-19 Oct 1, 2020 Entity Linking NER
— Unverified 0Evaluating Multilingual BERT for Estonian Oct 1, 2020 Morphological Tagging NER
— Unverified 0Named Entity Recognition with Context-Aware Dictionary Knowledge Oct 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0TEST_POSITIVE at W-NUT 2020 Shared Task-3: Joint Event Multi-task Learning for Slot Filling in Noisy Text Sep 29, 2020 Extracting COVID-19 Events from Twitter Language Modeling
— Unverified 0BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition Sep 19, 2020 Language Modeling Language Modelling
— Unverified 0Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text Sep 16, 2020 Deep Learning named-entity-recognition
— Unverified 0DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT Sep 15, 2020 Language Modeling Language Modelling
— Unverified 0Cascaded Models for Better Fine-Grained Named Entity Recognition Sep 15, 2020 Event Extraction named-entity-recognition
— Unverified 0Development of a Dataset and a Deep Learning Baseline Named Entity Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and Magahi Sep 14, 2020 Machine Translation named-entity-recognition
— Unverified 0ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition Sep 2, 2020 Articles named-entity-recognition
Code Code Available 0VinAI at ChEMU 2020: An accurate system for named entity recognition in chemical reactions from patents Sep 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Two Step Joint Model for Drug Drug Interaction Extraction Aug 28, 2020 Decoder Drug–drug Interaction Extraction
— Unverified 0HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition Aug 17, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Assessing Demographic Bias in Named Entity Recognition Aug 8, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Navigating the landscape of COVID-19 research through literature analysis: A bird's eye view Aug 7, 2020 Articles Clustering
— Unverified 0Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available 0Exploring Swedish & English fastText Embeddings for NER with the Transformer Jul 23, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0Neural Named Entity Recognition for Kazakh Jul 17, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data Jul 15, 2020 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 0Neural Knowledge Extraction From Cloud Service Incidents Jul 10, 2020 Cloud Computing Entity Extraction using GAN
— Unverified 0NLP Service APIs and Models for Efficient Registration of New Clients Jul 7, 2020 GPU Language Modeling
— Unverified 0