Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing Nov 1, 2019 Multi-Task Learning named-entity-recognition
— Unverified 0Reinforcement-based denoising of distantly supervised NER with partial annotation Nov 1, 2019 Denoising named-entity-recognition
— Unverified 0RACAI's System at PharmaCoNER 2019 Nov 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature Nov 1, 2019 Drug Discovery Multi-Task Learning
— Unverified 0Contextualized Word Representations from Distant Supervision with and for NER Nov 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task Nov 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning Nov 1, 2019 Drug Discovery Multi-Task Learning
— Unverified 0A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models Nov 1, 2019 Entity Embeddings named-entity-recognition
— Unverified 0UCSMNLP: Statistical Machine Translation for WAT 2019 Nov 1, 2019 Machine Translation NER
— Unverified 0A Multi-Task Learning Framework for Extracting Bacteria Biotope Information Nov 1, 2019 Multi-Task Learning NER
— Unverified 0UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition Nov 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0A Deep Learning-Based System for PharmaCoNER Nov 1, 2019 Deep Learning General Classification
— Unverified 0SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding Oct 27, 2019 Community Detection named-entity-recognition
— Unverified 0A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Oct 25, 2019 Feature Engineering Information Retrieval
Code Code Available 0Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Oct 24, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Oct 24, 2019 Language Modeling Language Modelling
Code Code Available 0Healthcare NER Models Using Language Model Pretraining Oct 23, 2019 Language Modeling Language Modelling
— Unverified 0Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service Oct 15, 2019 Anatomy named-entity-recognition
— Unverified 0Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels Oct 14, 2019 Low Resource Named Entity Recognition named-entity-recognition
Code Code Available 0Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework Oct 10, 2019 Bilingual Lexicon Induction Cross-Lingual NER
Code Code Available 0Towards De-identification of Legal Texts Oct 9, 2019 De-identification NER
— Unverified 0Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 Oct 8, 2019 Binary Relation Extraction named-entity-recognition
Code Code Available 0Why Attention? Analyzing and Remedying BiLSTM Deficiency in Modeling Cross-Context for NER Oct 7, 2019 NER
— Unverified 0Named Entity Recognition -- Is there a glass ceiling? Oct 6, 2019 Diagnostic named-entity-recognition
Code Code Available 0Content-Based Features to Rank Influential Hidden Services of the Tor Darknet Oct 5, 2019 Learning-To-Rank NER
— Unverified 0Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data Oct 4, 2019 Knowledge Distillation NER
— Unverified 0Gated Task Interaction Framework for Multi-task Sequence Tagging Sep 29, 2019 Chunking Multi-Task Learning
Code Code Available 0Recent Advances in End-to-End Spoken Language Understanding Sep 29, 2019 General Classification named-entity-recognition
— Unverified 0Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available 0Named Entity Recognition System for Sindhi Language Sep 28, 2019 Information Retrieval Machine Translation
— Unverified 0Classification Attention for Chinese NER Sep 25, 2019 Chinese Named Entity Recognition Classification
— Unverified 0Towards Interpretable Evaluations: A Case Study of Named Entity Recognition Sep 25, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Automatic Identification and Normalisation of Physical Measurements in Scientific Literature Sep 23, 2019 NER
Code Code Available 0Portuguese Named Entity Recognition using BERT-CRF Sep 23, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Using Chinese Glyphs for Named Entity Recognition Sep 22, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Named Entity Recognition with Partially Annotated Training Data Sep 20, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Neural Correction Model for Open-Domain Named Entity Recognition Sep 13, 2019 Multi-Task Learning named-entity-recognition
Code Code Available 0From English to Code-Switching: Transfer Learning with Strong Morphological Clues Sep 11, 2019 Language Identification Named Entity Recognition (NER)
Code Code Available 0What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis Sep 9, 2019 Cross-Lingual NER Cross-Lingual Transfer
— Unverified 0Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER Sep 8, 2019 Dependency Parsing Lemmatization
— Unverified 0CrossWeigh: Training Named Entity Tagger from Imperfect Annotations Sep 3, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations Sep 2, 2019 All coreference-resolution
— Unverified 0MorphoBERT: a Persian NER System with BERT and Morphological Analysis Sep 1, 2019 Morphological Analysis NER
— Unverified 0Improving NER Models by exploiting Named Entity Gazetteer as External Knowledge Sep 1, 2019 NER
— Unverified 0Projecting named entity recognizers without annotated or parallel corpora Sep 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Named-Entity Recognition for Norwegian Sep 1, 2019 Miscellaneous named-entity-recognition
Code Code Available 0Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names Sep 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Multilingual Language Models for Named Entity Recognition in German and English Sep 1, 2019 Language Modeling Language Modelling
— Unverified 0A Discriminative Neural Model for Cross-Lingual Word Alignment Sep 1, 2019 Machine Translation NER
— Unverified 0Entity Projection via Machine Translation for Cross-Lingual NER Aug 31, 2019 Cross-Lingual NER Machine Translation
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