Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development Jul 27, 2018 Natural Language Understanding Vocal Bursts Valence Prediction
Code Code Available Statistical Model Compression for Small-Footprint Natural Language Understanding Jul 19, 2018 Model Compression Natural Language Understanding
— Unverified A deep learning approach for understanding natural language commands for mobile service robots Jul 9, 2018 Action Detection Intent Detection
— Unverified Natural Language Processing for Information Extraction Jul 6, 2018 Articles coreference-resolution
Code Code Available YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos Jul 6, 2018 BIG-bench Machine Learning Deep Learning
— Unverified Chinese Lexical Analysis with Deep Bi-GRU-CRF Network Jul 5, 2018 Lexical Analysis named-entity-recognition
Code Code Available Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations Jul 3, 2018 Goal-Oriented Dialogue Systems Natural Language Understanding
— Unverified EmotionX-SmartDubai\_NLP: Detecting User Emotions In Social Media Text Jul 1, 2018 Feature Engineering General Classification
— Unverified Document Modeling with External Attention for Sentence Extraction Jul 1, 2018 Answer Selection Document Summarization
Code Code Available Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining Jul 1, 2018 Information Retrieval Natural Language Understanding
— Unverified Mining Cross-Cultural Differences and Similarities in Social Media Jul 1, 2018 Machine Translation Natural Language Understanding
— Unverified Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation Jul 1, 2018 Natural Language Understanding
— Unverified Efficient Large-Scale Neural Domain Classification with Personalized Attention Jul 1, 2018 Classification domain classification
— Unverified Visual Attention Model for Name Tagging in Multimodal Social Media Jul 1, 2018 Natural Language Understanding Question Answering
— Unverified Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available Multi-Level Policy and Reward Reinforcement Learning for Image Captioning Jun 15, 2018 Image Captioning Natural Language Understanding
— Unverified Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Know What You Don't Know: Unanswerable Questions for SQuAD Jun 11, 2018 Natural Language Understanding Question Answering
Code Code Available A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
Code Code Available On the Importance of Attention in Meta-Learning for Few-Shot Text Classification Jun 3, 2018 Classification Few-Shot Text Classification
— Unverified Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems Jun 3, 2018 Deep Reinforcement Learning Goal-Oriented Dialogue Systems
— Unverified Stress Test Evaluation for Natural Language Inference Jun 2, 2018 Natural Language Inference Natural Language Understanding
Code Code Available Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World Jun 1, 2018 Natural Language Understanding Sentence
— Unverified Leveraging Syntactic Constructions for Metaphor Identification Jun 1, 2018 Natural Language Understanding
— Unverified 