Self-Attention Networks for Intent Detection Jun 28, 2020 Intent Detection Machine Translation
— Unverified Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals Jun 25, 2020 EEG Electroencephalogram (EEG)
Code Code Available Query Intent Detection from the SEO Perspective Jun 16, 2020 Clustering Intent Detection
— Unverified Learning with Weak Supervision for Email Intent Detection May 26, 2020 intent-classification Intent Classification
— Unverified FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network May 15, 2020 Autonomous Driving Intent Detection
Code Code Available Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Apr 30, 2020 Intent Detection Natural Language Understanding
— Unverified AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling Apr 21, 2020 Intent Detection Semantic Frame Parsing
Code Code Available TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Apr 15, 2020 Dialogue State Tracking Intent Detection
Code Code Available CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection Apr 4, 2020 Conditional Text Generation Intent Detection
— Unverified Efficient Intent Detection with Dual Sentence Encoders Mar 10, 2020 CPU Intent Detection
Code Code Available A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier Mar 7, 2020 Intent Detection Novelty Detection
Code Code Available ScopeIt: Scoping Task Relevant Sentences in Documents Feb 23, 2020 Entity Extraction using GAN Intent Detection
— Unverified MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic Feb 14, 2020 Autonomous Driving Intent Detection
Code Code Available Transformer-Capsule Model for Intent Detection Feb 7, 2020 Intent Detection Intent Recognition
— Unverified MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition Jan 30, 2020 Brain Computer Interface EEG
— Unverified DFKI Cabin Simulator: A Test Platform for Visual In-Cabin Monitoring Functions Jan 28, 2020 3D Pose Estimation Intent Detection
— Unverified Sequence Labeling Approach to the Task of Sentence Boundary Detection Jan 20, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available “Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language Dec 16, 2019 English Conversational Speech Recognition Intent Detection
Code Code Available Cost-Based Goal Recognition Meets Deep Learning Nov 22, 2019 Deep Learning Intent Detection
— Unverified Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available Improving Robustness of Task Oriented Dialog Systems Nov 12, 2019 Adversarial Attack Data Augmentation
— Unverified Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Nov 11, 2019 Intent Detection Natural Language Understanding
— Unverified Improving Slot Filling by Utilizing Contextual Information Nov 5, 2019 Intent Detection slot-filling
— Unverified RNN based Incremental Online Spoken Language Understanding Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation Oct 9, 2019 2D Pose Estimation Autonomous Vehicles
Code Code Available Risk-Aware Reasoning for Autonomous Vehicles Oct 6, 2019 Autonomous Vehicles Intent Detection
— Unverified 預訓練詞向量模型應用於客服對話系統意圖偵測之研究(Study on Pre-trained Word Vector Model Applied to Intent Detection of Customer Service Dialogue System) Oct 1, 2019 Intent Detection
— Unverified Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data Sep 20, 2019 Autonomous Vehicles Intent Detection
— Unverified CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Sep 16, 2019 Intent Detection slot-filling
Code Code Available A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Sep 5, 2019 Intent Detection slot-filling
Code Code Available Unsupervised dialogue intent detection via hierarchical topic model Sep 1, 2019 Chatbot Intent Detection
— Unverified Proactive Intention Recognition for Joint Human-Robot Search and Rescue Missions through Monte-Carlo Planning in POMDP Environments Aug 27, 2019 Intent Detection Position
— Unverified DELTA: A DEep learning based Language Technology plAtform Aug 2, 2019 Abstractive Text Summarization Deep Learning
Code Code Available Structured Knowledge Discovery from Massive Text Corpus Jul 23, 2019 Intent Detection Language Modeling
— Unverified OCC: A Smart Reply System for Efficient In-App Communications Jul 18, 2019 Intent Detection Retrieval
— Unverified Almawave-SLU: A new dataset for SLU in Italian Jul 17, 2019 Intent Detection Question Answering
— Unverified Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Jul 5, 2019 Intent Detection Natural Language Understanding
— Unverified Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction Jul 4, 2019 Intent Detection
— Unverified A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling Jun 30, 2019 Intent Detection Sentence
Code Code Available Intention-aware Long Horizon Trajectory Prediction of Surrounding Vehicles using Dual LSTM Networks Jun 6, 2019 Autonomous Vehicles feature selection
— Unverified Deep Unknown Intent Detection with Margin Loss Jun 2, 2019 Intent Detection Novelty Detection
Code Code Available Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog Jun 1, 2019 General Classification Goal-Oriented Dialog
— Unverified A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications May 27, 2019 Goal-Oriented Dialog Intent Detection
— Unverified Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances Apr 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts Apr 19, 2019 Intent Detection
Code Code Available Spoken Language Intent Detection using Confusion2Vec Apr 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system Mar 25, 2019 General Classification intent-classification
Code Code Available Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Mar 23, 2019 Classification General Classification
— Unverified BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 