Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Mar 30, 2018 Multi-Task Learning Natural Language Understanding
Code Code Available Neural Baby Talk Mar 27, 2018 Image Captioning Object
Code Code Available Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks Feb 22, 2018 Management Multi-Task Learning
— Unverified Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding Nov 30, 2017 slot-filling Slot Filling
— Unverified Tracking of enriched dialog states for flexible conversational information access Nov 9, 2017 Conversational Information Access dialog state tracking
— Unverified Open Relation Extraction and Grounding Nov 1, 2017 Relation Relation Extraction
— Unverified WiseReporter: A Korean Report Generation System Nov 1, 2017 Slot Filling Text Generation
— Unverified Impact of Coreference Resolution on Slot Filling Oct 26, 2017 coreference-resolution Coreference Resolution
— Unverified LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data Oct 9, 2017 Conversational Search Information Retrieval
— Unverified Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Sep 28, 2017 Classification General Classification
— Unverified On the Predicate-Argument Structure: Internal and Absorbing Scope Sep 1, 2017 Slot Filling
— Unverified Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources Sep 1, 2017 Cross-Lingual Transfer Language Modeling
— Unverified Natural Language Does Not Emerge `Naturally' in Multi-Agent Dialog Sep 1, 2017 Slot Filling
Code Code Available Position-aware Attention and Supervised Data Improve Slot Filling Sep 1, 2017 Form Knowledge Base Population
Code Code Available Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation Aug 31, 2017 Domain Adaptation named-entity-recognition
Code Code Available Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders Aug 1, 2017 Automatic Speech Recognition (ASR) Classification
— Unverified Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text Aug 1, 2017 Classification General Classification
— Unverified Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Jul 7, 2017 Semantic Parsing slot-filling
Code Code Available Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures Jul 4, 2017 Relation Extraction Sentence
— Unverified Pocket Knowledge Base Population Jul 1, 2017 Knowledge Base Population Open Information Extraction
— Unverified Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Jun 26, 2017 Decision Making Decoder
— Unverified Zero-Shot Relation Extraction via Reading Comprehension Jun 13, 2017 Reading Comprehension Relation
Code Code Available InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas Apr 1, 2017 Clustering Slot Filling
— Unverified Hybrid Dialog State Tracker with ASR Features Feb 21, 2017 dialog state tracking slot-filling
— Unverified A Knowledge-Grounded Neural Conversation Model Feb 7, 2017 model Slot Filling
Code Code Available Neural Models for Sequence Chunking Jan 15, 2017 Chunking Natural Language Understanding
Code Code Available A Web-based Tool for the Integrated Annotation of Semantic and Syntactic Structures Dec 1, 2016 Relation Extraction Slot Filling
— Unverified On the Non-canonical Valency Filling Dec 1, 2016 Position slot-filling
— Unverified Nonparametric Bayesian Models for Spoken Language Understanding Nov 1, 2016 Slot Filling Spoken Language Understanding
— Unverified Combining Supervised and Unsupervised Enembles for Knowledge Base Population Nov 1, 2016 Entity Linking Knowledge Base Population
— Unverified Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding Oct 13, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Induced CCG Parsers on Grounded Semantic Parsing Sep 29, 2016 Semantic Parsing slot-filling
Code Code Available Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Sep 6, 2016 Decoder intent-classification
Code Code Available Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks Sep 6, 2016 Benchmarking Intent Detection
— Unverified Rapid Prototyping of Form-driven Dialogue Systems Using an Open-source Framework Sep 1, 2016 Dialogue Management Form
— Unverified Supporting Spoken Assistant Systems with a Graphical User Interface that Signals Incremental Understanding and Prediction State Sep 1, 2016 Slot Filling Spoken Dialogue Systems
— Unverified Event Linking with Sentential Features from Convolutional Neural Networks Aug 1, 2016 Coreference Resolution Slot Filling
— Unverified Unsupervised Person Slot Filling based on Graph Mining Aug 1, 2016 Active Learning Dependency Parsing
— Unverified IBC-C: A Dataset for Armed Conflict Analysis Aug 1, 2016 Named Entity Recognition (NER) Slot Filling
— Unverified Learning Relational Dependency Networks for Relation Extraction Jul 1, 2016 Knowledge Base Construction Relation
— Unverified Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding Jun 24, 2016 General Classification slot-filling
— Unverified IKE - An Interactive Tool for Knowledge Extraction Jun 1, 2016 Chunking Slot Filling
— Unverified Knowledge Base Population for Organization Mentions in Email Jun 1, 2016 Entity Linking Knowledge Base Population
— Unverified An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition Jun 1, 2016 Automatic Speech Recognition (ASR) Chinese Word Segmentation
— Unverified Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network Jun 1, 2016 Chunking Dependency Parsing
— Unverified Stacking With Auxiliary Features May 27, 2016 object-detection Object Detection
— Unverified Data Programming: Creating Large Training Sets, Quickly May 25, 2016 BIG-bench Machine Learning Slot Filling
Code Code Available Learning End-to-End Goal-Oriented Dialog May 24, 2016 dialog state tracking Goal-Oriented Dialog
Code Code Available Supervised and Unsupervised Ensembling for Knowledge Base Population Apr 16, 2016 Knowledge Base Population slot-filling
— Unverified Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Apr 1, 2016 Domain Adaptation Multi-Task Learning
— Unverified 