Wizard of Search Engine: Access to Information Through Conversations with Search Engines May 18, 2021 Intent Detection Keyphrase Extraction
Code Code Available From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding May 15, 2021 intent-classification Intent Classification
Code Code Available OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack May 12, 2021 intent-classification Intent Classification
Code Code Available Coupling Intent and Action for Pedestrian Crossing Behavior Prediction May 10, 2021 Action Detection Autonomous Vehicles
Code Code Available Continuous representations of intents for dialogue systems May 8, 2021 Intent Detection Zero-Shot Learning
— Unverified Pseudo Siamese Network for Few-shot Intent Generation May 3, 2021 Intent Detection Object
— Unverified Multilingual and Cross-Lingual Intent Detection from Spoken Data Apr 17, 2021 Few-Shot Learning Intent Detection
— Unverified Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Intent Detection and Slot Filling for Vietnamese Apr 5, 2021 Intent Classification and Slot Filling Intent Detection
Code Code Available Automatic Intent-Slot Induction for Dialogue Systems Mar 16, 2021 Intent Detection slot-filling
— Unverified Joint Intent Detection And Slot Filling Based on Continual Learning Model Feb 22, 2021 Continual Learning Intent Detection
— Unverified Darknet Traffic Big-Data Analysis and Network Management to Real-Time Automating the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework Feb 16, 2021 Cloud Computing Intent Detection
— Unverified Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks Feb 9, 2021 Graph Attention Intent Detection
— Unverified Generalized Zero-shot Intent Detection via Commonsense Knowledge Feb 4, 2021 Intent Detection
— Unverified Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Feb 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Neural Few-Shot Text Classification Reality Check Jan 28, 2021 Classification Few-Shot Text Classification
Code Code Available A survey of joint intent detection and slot-filling models in natural language understanding Jan 20, 2021 Classification General Classification
— Unverified Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection Jan 11, 2021 intent-classification Intent Classification
Code Code Available Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling Dec 21, 2020 Intent Detection Multi-Task Learning
— Unverified T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis Dec 10, 2020 Activity Recognition Brain Computer Interface
— Unverified Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations Dec 7, 2020 Benchmarking Goal-Oriented Dialog
Code Code Available Learning Class-Transductive Intent Representations for Zero-shot Intent Detection Dec 3, 2020 Intent Detection Multi-Task Learning
Code Code Available Unified Multi Intent Order and Slot Prediction using Selective Learning Propagation Dec 1, 2020 Intent Detection Natural Language Understanding
— Unverified Federated Learning for Spoken Language Understanding Dec 1, 2020 Federated Learning Intent Detection
— Unverified Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling Dec 1, 2020 Intent Detection slot-filling
— Unverified Syntactic Graph Convolutional Network for Spoken Language Understanding Dec 1, 2020 Intent Detection Multi-Task Learning
— Unverified Joint Intent Detection and Entity Linking on Spatial Domain Queries Nov 1, 2020 Entity Linking Intent Detection
— Unverified Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Oct 25, 2020 Few-Shot Learning Goal-Oriented Dialog
Code Code Available RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Oct 17, 2020 Dialogue State Tracking Intent Detection
Code Code Available HPERL: 3D Human Pose Estimation from RGB and LiDAR Oct 16, 2020 3D Human Pose Estimation Action Recognition
Code Code Available Few-shot Learning for Multi-label Intent Detection Oct 11, 2020 Few-Shot Learning Intent Detection
— Unverified Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding Oct 8, 2020 Intent Detection Sentence
Code Code Available A Co-Interactive Transformer for Joint Slot Filling and Intent Detection Oct 8, 2020 Intent Detection slot-filling
Code Code Available Rank and run-time aware compression of NLP Applications Oct 6, 2020 Intent Detection Language Modeling
— Unverified Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection Oct 6, 2020 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling Oct 6, 2020 Intent Detection slot-filling
Code Code Available OpenUE: An Open Toolkit of Universal Extraction from Text Oct 1, 2020 Event Extraction Intent Detection
Code Code Available HINT3: Raising the bar for Intent Detection in the Wild Sep 29, 2020 Benchmarking Intent Detection
Code Code Available PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Sep 28, 2020 Intent Detection Language Modelling
— Unverified Composed Variational Natural Language Generation for Few-shot Intents Sep 21, 2020 Intent Detection Text Generation
— Unverified Intent Detection with WikiHow Sep 12, 2020 Intent Detection
Code Code Available User Intention Recognition and Requirement Elicitation Method for Conversational AI Services Sep 3, 2020 Diversity Intent Detection
— Unverified Spending Money Wisely: Online Electronic Coupon Allocation based on Real-Time User Intent Detection Aug 23, 2020 Intent Detection Multiple-choice
— Unverified Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions Aug 17, 2020 Intent Detection Question Generation
— Unverified Deep F-measure Maximization for End-to-End Speech Understanding Aug 8, 2020 Fairness Intent Detection
— Unverified Privacy Guarantees for De-identifying Text Transformations Aug 7, 2020 BIG-bench Machine Learning De-identification
Code Code Available Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents Jul 8, 2020 Dialogue Understanding Intent Detection
— Unverified Learning Spoken Language Representations with Neural Lattice Language Modeling Jul 6, 2020 Intent Detection Language Modeling
Code Code Available Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification Jul 1, 2020 Classification General Classification
Code Code Available 