UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers Jun 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Pooled Contextualized Embeddings for Named Entity Recognition Jun 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution Jun 1, 2019 Articles NER
— Unverified 0Audio De-identification - a New Entity Recognition Task Jun 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Better Modeling of Incomplete Annotations for Named Entity Recognition Jun 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities Jun 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping Jun 1, 2019 Data Augmentation named-entity-recognition
— Unverified 0Learning Task-specific Representation for Novel Words in Sequence Labeling May 29, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels May 17, 2019 Multi-Task Learning named-entity-recognition
— Unverified 0Neural Metric Learning for Fast End-to-End Relation Extraction May 17, 2019 global-optimization Metric Learning
— Unverified 0BERT Rediscovers the Classical NLP Pipeline May 15, 2019 Named Entity Recognition (NER) NER
Code Code Available 0A Co-guided Neural Network for Person Name Recognition in Academic Homepages May 14, 2019 NER
— Unverified 0Transfer Learning for Scientific Data Chain Extraction in Small Chemical Corpus with BERT-CRF Model May 13, 2019 Computational chemistry Entity Extraction using GAN
— Unverified 0Models in the Wild: On Corruption Robustness of NLP Systems May 5, 2019 NER Sentiment Analysis
— Unverified 0DATNet: Dual Adversarial Transfer for Low-resource Named Entity Recognition May 1, 2019 Low Resource Named Entity Recognition named-entity-recognition
— Unverified 0Terminologies augmented recurrent neural network model for clinical named entity recognition Apr 25, 2019 Diagnostic named-entity-recognition
— Unverified 0Personalized sentence generation using generative adversarial networks with author-specific word usage Apr 20, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Apr 19, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 1An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition Apr 15, 2019 Feature Engineering named-entity-recognition
Code Code Available 0Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition Apr 9, 2019 Language Modeling Language Modelling
Code Code Available 0A Multi-task Learning Approach for Named Entity Recognition using Local Detection Apr 5, 2019 Multi-Task Learning named-entity-recognition
— Unverified 0Effective Context and Fragment Feature Usage for Named Entity Recognition Apr 5, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Probing Biomedical Embeddings from Language Models Apr 3, 2019 Articles NER
Code Code Available 0CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Apr 3, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse Mar 28, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling Mar 28, 2019 Auxiliary Learning Chunking
— Unverified 0ner and pos when nothing is capitalized Mar 27, 2019 Machine Translation named-entity-recognition
— Unverified 0Cloze-driven Pretraining of Self-attention Networks Mar 19, 2019 Constituency Parsing Named Entity Recognition (NER)
— Unverified 0Audio De-identification: A New Entity Recognition Task Mar 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Overview of the Ugglan Entity Discovery and Linking System Mar 13, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Syllable-based Neural Named Entity Recognition for Myanmar Language Mar 12, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task Mar 11, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches Mar 10, 2019 BIG-bench Machine Learning named-entity-recognition
— Unverified 0F10-SGD: Fast Training of Elastic-net Linear Models for Text Classification and Named-entity Recognition Feb 27, 2019 Classification General Classification
— Unverified 0Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Feb 26, 2019 Multi-Task Learning named-entity-recognition
— Unverified 0Entity Recognition at First Sight: Improving NER with Eye Movement Information Feb 26, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Transfer Learning for Sequences via Learning to Collocate Feb 25, 2019 NER POS
— Unverified 0Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts Feb 21, 2019 Language Modeling Language Modelling
— Unverified 0Massively Multilingual Transfer for NER Feb 1, 2019 Cross-Lingual Transfer Few-Shot Learning
Code Code Available 0Tuning Multilingual Transformers for Named Entity Recognition on Slavic Languages Jan 30, 2019 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available 0Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task Jan 29, 2019 Event Extraction named-entity-recognition
— Unverified 0Hybrid NER System for Multi-Source Offer Feeds Jan 24, 2019 NER
— Unverified 0A Survey on Deep Learning for Named Entity Recognition Dec 22, 2018 Decoder Deep Learning
Code Code Available 0Few-shot classification in Named Entity Recognition Task Dec 14, 2018 Classification General Classification
Code Code Available 0Dynamic Transfer Learning for Named Entity Recognition Dec 13, 2018 Model Optimization named-entity-recognition
— Unverified 0Joint Entity Extraction and Assertion Detection for Clinical Text Dec 13, 2018 Decoder Entity Extraction using GAN
— Unverified 0Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified 0Pathology Extraction from Chest X-Ray Radiology Reports: A Performance Study Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified 0Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications Dec 5, 2018 named-entity-recognition Named Entity Recognition
— Unverified 0