Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 20, 2018 Meta Reinforcement Learning Natural Language Understanding
— Unverified Supervised Domain Enablement Attention for Personalized Domain Classification Dec 18, 2018 Classification domain classification
— Unverified A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 17, 2018 General Classification Meta Reinforcement Learning
— Unverified Multi-task learning to improve natural language understanding Dec 17, 2018 Decoder Multi-Task Learning
— Unverified Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? Dec 13, 2018 Cloze Test Natural Language Inference
— Unverified Hyperbolic Deep Learning for Chinese Natural Language Understanding Dec 11, 2018 Chinese Word Segmentation Deep Learning
— Unverified Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified Pathology Extraction from Chest X-Ray Radiology Reports: A Performance Study Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified Natural language understanding for task oriented dialog in the biomedical domain in a low resources context Nov 23, 2018 Data Augmentation General Classification
— Unverified Semi-supervised Ensemble Learning with Weak Supervision for Biomedical Relationship Extraction Nov 17, 2018 Drug Discovery Ensemble Learning
Code Code Available A Multi-layer LSTM-based Approach for Robot Command Interaction Modeling Nov 13, 2018 Natural Language Understanding Semantic Parsing
— Unverified Towards Compositional Distributional Discourse Analysis Nov 8, 2018 Natural Language Understanding Question Answering
— Unverified Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems Nov 2, 2018 Decoder Math
Code Code Available CogCompTime: A Tool for Understanding Time in Natural Language Nov 1, 2018 Natural Language Understanding Question Answering
— Unverified Underspecified Universal Dependency Structures as Inputs for Multilingual Surface Realisation Nov 1, 2018 Natural Language Understanding Text Generation
— Unverified Visual Re-ranking with Natural Language Understanding for Text Spotting Oct 29, 2018 Language Modeling Language Modelling
Code Code Available Image-based Natural Language Understanding Using 2D Convolutional Neural Networks Oct 24, 2018 Classification General Classification
— Unverified Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer Oct 24, 2018 Aspect-Based Sentiment Analysis (ABSA) Natural Language Understanding
— Unverified Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Oct 11, 2018 Coreference Resolution Diversity
Code Code Available Query Tracking for E-commerce Conversational Search: A Machine Comprehension Perspective Oct 8, 2018 Conversational Search Natural Language Understanding
— Unverified Zooming Network Oct 4, 2018 Natural Language Understanding Reinforcement Learning
— Unverified Active Learning for New Domains in Natural Language Understanding Oct 3, 2018 Active Learning General Classification
— Unverified Learning to Embed Semantic Correspondence for Natural Language Understanding Oct 1, 2018 Natural Language Understanding Re-Ranking
— Unverified Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding Oct 1, 2018 Domain Adaptation Multi-Task Learning
— Unverified A Simple Machine Learning Method for Commonsense Reasoning? A Short Commentary on Trinh & Le (2018) Oct 1, 2018 BIG-bench Machine Learning Natural Language Understanding
— Unverified On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum Sep 30, 2018 Natural Language Understanding
— Unverified Deep learning systems as complex networks Sep 28, 2018 Deep Learning Natural Language Understanding
— Unverified Automatic Data Expansion for Customer-care Spoken Language Understanding Sep 27, 2018 Language Modelling Natural Language Understanding
— Unverified A Re-ranker Scheme for Integrating Large Scale NLU models Sep 25, 2018 Natural Language Understanding
— Unverified From Audio to Semantics: Approaches to end-to-end spoken language understanding Sep 24, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications Sep 12, 2018 CPU GPU
Code Code Available Explicit Contextual Semantics for Text Comprehension Sep 8, 2018 Machine Reading Comprehension Natural Language Understanding
— Unverified Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Aug 20, 2018 Cloze Test Natural Language Understanding
— Unverified The Text-Based Adventure AI Competition Aug 3, 2018 Board Games Natural Language Understanding
Code Code Available 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 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 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 Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations Jul 3, 2018 Goal-Oriented Dialogue Systems Natural Language Understanding
— Unverified Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available Document Modeling with External Attention for Sentence Extraction Jul 1, 2018 Answer Selection Document Summarization
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 Mining Cross-Cultural Differences and Similarities in Social Media Jul 1, 2018 Machine Translation Natural Language Understanding
— Unverified EmotionX-SmartDubai\_NLP: Detecting User Emotions In Social Media Text Jul 1, 2018 Feature Engineering General Classification
— Unverified 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 