Computing Word Classes Using Spectral Clustering Aug 16, 2018 Clustering Dependency Parsing
— Unverified Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition Aug 13, 2018 Decoder named-entity-recognition
— Unverified A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials Aug 10, 2018 BIG-bench Machine Learning Clinical Knowledge
— Unverified Building a Kannada POS Tagger Using Machine Learning and Neural Network Models Aug 9, 2018 BIG-bench Machine Learning Dependency Parsing
Code Code Available What's in Your Embedding, And How It Predicts Task Performance Aug 1, 2018 Named Entity Recognition (NER) Semantic Role Labeling
— Unverified Learning to Generate Word Representations using Subword Information Aug 1, 2018 Chunking Language Modeling
— Unverified Transfer Learning for Entity Recognition of Novel Classes Aug 1, 2018 Entity Extraction using GAN Named Entity Recognition (NER)
Code Code Available NLATool: an Application for Enhanced Deep Text Understanding Aug 1, 2018 Coreference Resolution Entity Linking
Code Code Available Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models Aug 1, 2018 Feature Engineering named-entity-recognition
— Unverified Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags Aug 1, 2018 Entity Linking Knowledge Base Population
Code Code Available Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning Aug 1, 2018 Chinese Named Entity Recognition named-entity-recognition
Code Code Available Sprucing up the trees -- Error detection in treebanks Aug 1, 2018 Active Learning Bayesian Inference
— Unverified A New Concept of Deep Reinforcement Learning based Augmented General Tagging System Aug 1, 2018 Deep Reinforcement Learning Named Entity Recognition (NER)
— Unverified Contextual String Embeddings for Sequence Labeling Aug 1, 2018 Chunking Language Modeling
Code Code Available Local String Transduction as Sequence Labeling Aug 1, 2018 Lemmatization Machine Translation
— Unverified An Empirical Study on Fine-Grained Named Entity Recognition Aug 1, 2018 Chatbot named-entity-recognition
— Unverified IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018 Aug 1, 2018 Language Identification Machine Translation
— Unverified Improving Neural Sequence Labelling using Additional Linguistic Information Jul 27, 2018 Chunking named-entity-recognition
— Unverified Clustering Prominent People and Organizations in Topic-Specific Text Corpora Jul 27, 2018 Articles Clustering
— Unverified Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora Jul 26, 2018 Lemmatization named-entity-recognition
Code Code Available Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags Jul 17, 2018 Morphological Disambiguation named-entity-recognition
Code Code Available Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records Jul 17, 2018 Benchmarking Handwritten Text Recognition
— Unverified Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition Jul 9, 2018 named-entity-recognition Named Entity Recognition
— Unverified Natural Language Processing for Information Extraction Jul 6, 2018 Articles coreference-resolution
Code Code Available Chinese Lexical Analysis with Deep Bi-GRU-CRF Network Jul 5, 2018 Lexical Analysis named-entity-recognition
Code Code Available Named Entity Recognition for Hindi-English Code-Mixed Social Media Text Jul 1, 2018 BIG-bench Machine Learning Entity Extraction using GAN
Code Code Available Named-Entity Tagging and Domain adaptation for Better Customized Translation Jul 1, 2018 Domain Adaptation Machine Translation
— Unverified Multilingual Named Entity Recognition on Spanish-English Code-switched Tweets using Support Vector Machines Jul 1, 2018 Entity Linking Multilingual Named Entity Recognition
— Unverified Tackling Code-Switched NER: Participation of CMU Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified Named Entity Recognition on Code-Switched Data Using Conditional Random Fields Jul 1, 2018 Language Identification named-entity-recognition
— Unverified Code-Switched Named Entity Recognition with Embedding Attention Jul 1, 2018 Language Identification named-entity-recognition
— Unverified Automatic Extraction of Entities and Relation from Legal Documents Jul 1, 2018 Named Entity Recognition (NER) Relation
— Unverified Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization Jul 1, 2018 Feature Engineering named-entity-recognition
Code Code Available GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP Jul 1, 2018 Deep Learning Language Modeling
Code Code Available The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018 Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data Jul 1, 2018 Language Identification named-entity-recognition
— Unverified A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity Jul 1, 2018 Named Entity Recognition (NER) Outlier Detection
— Unverified Batch IS NOT Heavy: Learning Word Representations From All Samples Jul 1, 2018 All Document Classification
— Unverified DeepPavlov: Open-Source Library for Dialogue Systems Jul 1, 2018 General Classification intent-classification
— Unverified SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags Jul 1, 2018 Machine Translation Named Entity Recognition (NER)
— Unverified A Named Entity Recognition Shootout for German Jul 1, 2018 Entity Linking named-entity-recognition
— Unverified Recognizing Complex Entity Mentions: A Review and Future Directions Jul 1, 2018 Entity Linking Named Entity Recognition (NER)
— Unverified A Study of the Importance of External Knowledge in the Named Entity Recognition Task Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified Identification of Alias Links among Participants in Narratives Jul 1, 2018 coreference-resolution Coreference Resolution
— Unverified Improving Topic Quality by Promoting Named Entities in Topic Modeling Jul 1, 2018 Diversity named-entity-recognition
— Unverified Learning How to Actively Learn: A Deep Imitation Learning Approach Jul 1, 2018 Active Learning General Classification
Code Code Available Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER Jul 1, 2018 Domain Adaptation Machine Translation
Code Code Available Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets Jul 1, 2018 Abuse Detection Chunking
— Unverified 