NEZHA: Neural Contextualized Representation for Chinese Language Understanding Aug 31, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Aug 31, 2019 General Classification named-entity-recognition
— Unverified 0Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER Aug 29, 2019 Language Modeling Named Entity Recognition (NER)
Code Code Available 0Exploiting Multiple Embeddings for Chinese Named Entity Recognition Aug 28, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition Aug 27, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Query-Based Named Entity Recognition Aug 24, 2019 Entity Extraction using GAN Machine Reading Comprehension
— Unverified 0Position-Aware Self-Attention based Neural Sequence Labeling Aug 24, 2019 Chunking named-entity-recognition
— Unverified 0A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers Aug 23, 2019 Active Learning Cross-Lingual Transfer
Code Code Available 0Hierarchically-Refined Label Attention Network for Sequence Labeling Aug 23, 2019 CCG Supertagging Named Entity Recognition (NER)
Code Code Available 1Neural Architectures for Nested NER through Linearization Aug 19, 2019 Hard Attention named-entity-recognition
Code Code Available 0Simplify the Usage of Lexicon in Chinese NER Aug 16, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Named Entity Recognition for Nepali Language Aug 16, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Raw-to-End Name Entity Recognition in Social Media Aug 14, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition Aug 14, 2019 Diversity named-entity-recognition
— Unverified 0Building a Massive Corpus for Named Entity Recognition using Free Open Data Sources Aug 13, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks Aug 13, 2019 Medical Named Entity Recognition named-entity-recognition
Code Code Available 0Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment Aug 9, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging Aug 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0The Swedish PoliGraph: A Semantic Graph for Argument Mining of Swedish Parliamentary Data Aug 1, 2019 Argument Mining Entity Resolution
— Unverified 0Augmenting Named Entity Recognition with Commonsense Knowledge Aug 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer Aug 1, 2019 Multilingual Named Entity Recognition named-entity-recognition
— Unverified 0Tuning Multilingual Transformers for Language-Specific Named Entity Recognition Aug 1, 2019 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 0Neural Mention Detection Jul 29, 2019 coreference-resolution Coreference Resolution
Code Code Available 0Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER Jul 25, 2019 Cross-Lingual Transfer Language Modeling
— Unverified 0Joint Learning of Named Entity Recognition and Entity Linking Jul 18, 2019 Entity Linking Multi-Task Learning
— Unverified 0MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation Jul 16, 2019 Active Learning named-entity-recognition
— Unverified 0Ranking sentences from product description & bullets for better search Jul 15, 2019 Extractive Summarization NER
— Unverified 0GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition Jul 12, 2019 Computational Efficiency GPU
Code Code Available 0Zero-Shot Open Entity Typing as Type-Compatible Grounding Jul 7, 2019 Entity Typing NER
Code Code Available 0Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings Jul 5, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Adaptation d'une m\'etagrammaire du fran contemporain au fran m\'edi\'eval (Adapting an existing metagrammar for Contemporary French to Medieval French) Jul 1, 2019 NER
— Unverified 0Cross-Domain NER using Cross-Domain Language Modeling Jul 1, 2019 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 0A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition Jul 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Towards Improving Neural Named Entity Recognition with Gazetteers Jul 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title Jul 1, 2019 Attribute Attribute Value Extraction
Code Code Available 0Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data Jul 1, 2019 Entity Extraction using GAN named-entity-recognition
— Unverified 0Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition Jul 1, 2019 Language Modeling Language Modelling
— Unverified 0A Prism Module for Semantic Disentanglement in Name Entity Recognition Jul 1, 2019 Disentanglement named-entity-recognition
Code Code Available 0AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging Jul 1, 2019 Active Learning named-entity-recognition
— Unverified 0A Neural Multi-digraph Model for Chinese NER with Gazetteers Jul 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Merge and Label: A novel neural network architecture for nested NER Jun 30, 2019 Entity Embeddings named-entity-recognition
Code Code Available 0Multi-Grained Named Entity Recognition Jun 20, 2019 Multi-Grained Named Entity Recognition named-entity-recognition
Code Code Available 0Towards Robust Named Entity Recognition for Historic German Jun 18, 2019 Language Modeling Language Modelling
Code Code Available 0Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks Jun 10, 2019 Named Entity Recognition (NER) NER
Code Code Available 0Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task Jun 10, 2019 Diversity named-entity-recognition
— Unverified 0GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling Jun 6, 2019 Chunking Named Entity Recognition (NER)
Code Code Available 0NNE: A Dataset for Nested Named Entity Recognition in English Newswire Jun 4, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Jun 4, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Jun 4, 2019 Low Resource Named Entity Recognition named-entity-recognition
— Unverified 0An Encoding Strategy Based Word-Character LSTM for Chinese NER Jun 1, 2019 NER Segmentation
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