Synapse at CAp 2017 NER challenge: Fasttext CRF Sep 14, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Empower Sequence Labeling with Task-Aware Neural Language Model Sep 13, 2017 GPU Language Modeling
Code Code Available 0KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition Sep 11, 2017 Multilingual Named Entity Recognition named-entity-recognition
— Unverified 0Bootstrapping a Romanian Corpus for Medical Named Entity Recognition Sep 1, 2017 Medical Named Entity Recognition named-entity-recognition
— Unverified 0Role-based model for Named Entity Recognition Sep 1, 2017 General Classification model
— Unverified 0Making Travel Smarter: Extracting Travel Information From Email Itineraries Using Named Entity Recognition Sep 1, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Adapting the TTL Romanian POS Tagger to the Biomedical Domain Sep 1, 2017 Chunking Domain Adaptation
— Unverified 0Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition Sep 1, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Cheap Translation for Cross-Lingual Named Entity Recognition Sep 1, 2017 Cross-Lingual NER named-entity-recognition
— Unverified 0NITE: A Neural Inductive Teaching Framework for Domain Specific NER Sep 1, 2017 Document Classification Multiple Instance Learning
— Unverified 0NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit Aug 24, 2017 Chunking named-entity-recognition
Code Code Available 0A neural network multi-task learning approach to biomedical named entity recognition Aug 15, 2017 Anatomy Multi-Task Learning
Code Code Available 0Unified Neural Architecture for Drug, Disease and Clinical Entity Recognition Aug 11, 2017 Feature Engineering named-entity-recognition
— Unverified 0RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation Aug 1, 2017 AMR Parsing AMR-to-Text Generation
— Unverified 0Joint Named Entity Recognition and Stance Detection in Tweets Jul 30, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0CAp 2017 challenge: Twitter Named Entity Recognition Jul 24, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Deep Active Learning for Named Entity Recognition Jul 19, 2017 Active Learning Decoder
Code Code Available 1Neural Reranking for Named Entity Recognition Jul 17, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection Jul 8, 2017 Cross-Lingual NER named-entity-recognition
— Unverified 0Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping Jul 8, 2017 Multilingual Named Entity Recognition named-entity-recognition
— Unverified 0A Local Detection Approach for Named Entity Recognition and Mention Detection Jul 1, 2017 Feature Engineering Image Classification
— Unverified 0Named Entity Recognition with stack residual LSTM and trainable bias decoding Jun 23, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Recognizing irregular entities in biomedical text via deep neural networks Jun 13, 2017 Feature Engineering named-entity-recognition
— Unverified 0Context encoders as a simple but powerful extension of word2vec Jun 8, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0Apprentissage d'agents conversationnels pour la gestion de relations clients (Training chatbots for customer relation management) Jun 1, 2017 Management NER
— Unverified 0The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition May 29, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Transfer Learning for Named-Entity Recognition with Neural Networks May 17, 2017 De-identification named-entity-recognition
— Unverified 0NeuroNER: an easy-to-use program for named-entity recognition based on neural networks May 16, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0End-to-end Recurrent Neural Network Models for Vietnamese Named Entity Recognition: Word-level vs. Character-level May 11, 2017 named-entity-recognition Named Entity Recognition
Code Code Available 0A Biomedical Information Extraction Primer for NLP Researchers May 10, 2017 NER Relation
— Unverified 0Semi-supervised sequence tagging with bidirectional language models Apr 29, 2017 Chunking named-entity-recognition
Code Code Available 0SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Apr 20, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Automatically Annotated Turkish Corpus for Named Entity Recognition and Text Categorization using Large-Scale Gazetteers Feb 8, 2017 named-entity-recognition Named Entity Recognition
— Unverified 0Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Feb 7, 2017 Computational Efficiency GPU
Code Code Available 1Generalisation in Named Entity Recognition: A Quantitative Analysis Jan 11, 2017 Diversity named-entity-recognition
— Unverified 0PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese Dec 30, 2016 Entity Extraction using GAN named-entity-recognition
Code Code Available 0NER for Medical Entities in Twitter using Sequence to Sequence Neural Networks Dec 1, 2016 Feature Engineering Named Entity Recognition (NER)
— Unverified 0PersoNER: Persian Named-Entity Recognition Dec 1, 2016 Machine Translation named-entity-recognition
Code Code Available 0Bitext Name Tagging for Cross-lingual Entity Annotation Projection Dec 1, 2016 named-entity-recognition Named Entity Recognition
— Unverified 0Named Entity Recognition for Linguistic Rapid Response in Low-Resource Languages: Sorani Kurdish and Tajik Dec 1, 2016 Humanitarian named-entity-recognition
— Unverified 0PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors Dec 1, 2016 NER
Code Code Available 0Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia Dec 1, 2016 Cross-Lingual NER Entity Linking
— Unverified 0CharNER: Character-Level Named Entity Recognition Dec 1, 2016 Decoder Feature Engineering
Code Code Available 0Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs Dec 1, 2016 Boundary Detection Feature Engineering
Code Code Available 0Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity Dec 1, 2016 Feature Engineering Machine Translation
— Unverified 0Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition Dec 1, 2016 Feature Engineering named-entity-recognition
— Unverified 0Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media Dec 1, 2016 Feature Engineering Information Retrieval
— Unverified 0Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets Dec 1, 2016 Classification General Classification
— Unverified 0Learning to Search for Recognizing Named Entities in Twitter Dec 1, 2016 named-entity-recognition Named Entity Recognition
— Unverified 0Learning to recognise named entities in tweets by exploiting weakly labelled data Dec 1, 2016 named-entity-recognition Named Entity Recognition
— Unverified 0