Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection Jul 8, 2017 Cross-Lingual NER named-entity-recognition
— Unverified Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping Jul 8, 2017 Multilingual Named Entity Recognition named-entity-recognition
— Unverified Methodical Evaluation of Arabic Word Embeddings Jul 1, 2017 Document Classification Learning Word Embeddings
— Unverified Vancouver Welcomes You! Minimalist Location Metonymy Resolution Jul 1, 2017 named-entity-recognition Named Entity Recognition
Code Code Available Feature-Rich Networks for Knowledge Base Completion Jul 1, 2017 Entity Linking Knowledge Base Completion
— Unverified Benben: A Chinese Intelligent Conversational Robot Jul 1, 2017 Chinese Word Segmentation Dependency Parsing
— Unverified English Event Detection With Translated Language Features Jul 1, 2017 Event Detection Event Extraction
— Unverified Context-Dependent Sentiment Analysis in User-Generated Videos Jul 1, 2017 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Olelo: A Question Answering Application for Biomedicine Jul 1, 2017 Information Retrieval Named Entity Recognition (NER)
— Unverified Extended Named Entity Recognition API and Its Applications in Language Education Jul 1, 2017 Dialogue Generation Information Retrieval
— Unverified Detecting annotation noise in automatically labelled data Jul 1, 2017 Active Learning Domain Adaptation
— Unverified Parser Adaptation for Social Media by Integrating Normalization Jul 1, 2017 Domain Adaptation Named Entity Recognition (NER)
— Unverified Aggregating and Predicting Sequence Labels from Crowd Annotations Jul 1, 2017 Articles named-entity-recognition
Code Code Available ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media Jul 1, 2017 Named Entity Recognition (NER) Part-Of-Speech Tagging
Code Code Available Bayesian Modeling of Lexical Resources for Low-Resource Settings Jul 1, 2017 Low Resource Named Entity Recognition named-entity-recognition
— Unverified A Local Detection Approach for Named Entity Recognition and Mention Detection Jul 1, 2017 Feature Engineering Image Classification
— Unverified Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition Jun 29, 2017 BIG-bench Machine Learning Clinical Concept Extraction
Code Code Available Named Entity Recognition with stack residual LSTM and trainable bias decoding Jun 23, 2017 named-entity-recognition Named Entity Recognition
— Unverified Recognizing irregular entities in biomedical text via deep neural networks Jun 13, 2017 Feature Engineering named-entity-recognition
— Unverified Context encoders as a simple but powerful extension of word2vec Jun 8, 2017 named-entity-recognition Named Entity Recognition
Code Code Available Exploration de traits pour la reconnaissance d'entit\'es nomm\'ees du Fran par apprentissage automatique (Feature exploration for French Named Entity Recognition with Machine Learning) Jun 1, 2017 named-entity-recognition Named Entity Recognition
— Unverified Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages Jun 1, 2017 Morphological Analysis named-entity-recognition
— Unverified The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition May 29, 2017 named-entity-recognition Named Entity Recognition
— Unverified Second-Order Word Embeddings from Nearest Neighbor Topological Features May 23, 2017 named-entity-recognition Named Entity Recognition
Code Code Available Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML May 19, 2017 Dependency Parsing Image Captioning
— Unverified Transfer Learning for Named-Entity Recognition with Neural Networks May 17, 2017 De-identification named-entity-recognition
— Unverified NeuroNER: 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 End-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 Entity Linking with people entity on Wikipedia May 2, 2017 coreference-resolution Coreference Resolution
— Unverified Optimizing a PoS Tagset for Norwegian Dependency Parsing May 1, 2017 Dependency Parsing Feature Engineering
— Unverified Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur \& Antiqua Models and Image Preprocessing May 1, 2017 Boundary Detection Information Retrieval
— Unverified The Effect of Excluding Out of Domain Training Data from Supervised Named-Entity Recognition May 1, 2017 named-entity-recognition Named Entity Recognition
— Unverified Docforia: A Multilayer Document Model May 1, 2017 Coreference Resolution Dependency Parsing
— Unverified Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger May 1, 2017 Named Entity Recognition (NER) Optical Character Recognition (OCR)
— Unverified A Multilingual Entity Linker Using PageRank and Semantic Graphs May 1, 2017 Entity Linking Named Entity Recognition (NER)
— Unverified Semi-supervised sequence tagging with bidirectional language models Apr 29, 2017 Chunking named-entity-recognition
Code Code Available Differentiable Scheduled Sampling for Credit Assignment Apr 23, 2017 Machine Translation named-entity-recognition
— Unverified SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Apr 20, 2017 named-entity-recognition Named Entity Recognition
— Unverified Language-Independent Named Entity Analysis Using Parallel Projection and Rule-Based Disambiguation Apr 1, 2017 Clustering named-entity-recognition
— Unverified Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge Apr 1, 2017 Common Sense Reasoning Entity Linking
— Unverified Word Similarity Datasets for Indian Languages: Annotation and Baseline Systems Apr 1, 2017 Dependency Parsing Machine Translation
— Unverified Efficient Benchmarking of NLP APIs using Multi-armed Bandits Apr 1, 2017 Benchmarking Multi-Armed Bandits
— Unverified Liner2 --- a Generic Framework for Named Entity Recognition Apr 1, 2017 Morphological Analysis Multilingual Named Entity Recognition
— Unverified Effective shared representations with Multitask Learning for Community Question Answering Apr 1, 2017 Community Question Answering Document Ranking
— Unverified A Twitter Corpus and Benchmark Resources for German Sentiment Analysis Apr 1, 2017 Named Entity Recognition (NER) Sentiment Analysis
— Unverified The First Cross-Lingual Challenge on Recognition, Normalization, and Matching of Named Entities in Slavic Languages Apr 1, 2017 Entity Linking Lemmatization
— Unverified Multilingual Training of Crosslingual Word Embeddings Apr 1, 2017 Bilingual Lexicon Induction Dependency Parsing
— Unverified Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit Apr 1, 2017 Machine Translation Named Entity Recognition (NER)
— Unverified Elucidating Conceptual Properties from Word Embeddings Apr 1, 2017 Decision Making Named Entity Recognition (NER)
— Unverified Multi-source annotation projection of coreference chains: assessing strategies and testing opportunities Apr 1, 2017 Coreference Resolution Named Entity Recognition (NER)
— Unverified 