Robot Intent Recognition Method Based on State Grid Business Office Sep 29, 2021 Intent Detection Intent Recognition
— Unverified ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Sep 21, 2021 Intent Detection Retrieval
— Unverified Towards Joint Intent Detection and Slot Filling via Higher-order Attention Sep 18, 2021 Intent Detection slot-filling
— Unverified Effectiveness of Pre-training for Few-shot Intent Classification Sep 13, 2021 Classification intent-classification
Code Code Available TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition Sep 13, 2021 Intent Detection Intent Discovery
Code Code Available ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation Sep 2, 2021 Few-Shot Learning Intent Detection
— Unverified Unknown Intent Detection Using Multi-Objective Optimization on Deep Learning Classifiers Sep 1, 2021 Intent Detection Intent Discovery
— Unverified Ontology Population Reusing Resources for Dialogue Intent Detection: Generic and Multilingual Approach Sep 1, 2021 Intent Detection Management
— Unverified HAN: Higher-order Attention Network for Spoken Language Understanding Aug 26, 2021 Intent Detection slot-filling
— Unverified Density-Based Dynamic Curriculum Learning for Intent Detection Aug 24, 2021 Intent Detection
— Unverified Joint Multiple Intent Detection and Slot Filling via Self-distillation Aug 18, 2021 Decoder Intent Detection
— Unverified Lifelong Intent Detection via Multi-Strategy Rebalancing Aug 10, 2021 Intent Detection Knowledge Distillation
— Unverified OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack Aug 1, 2021 Intent Detection
— Unverified Real-Time Activity Recognition and Intention Recognition Using a Vision-based Embedded System Jul 27, 2021 Activity Recognition Intent Detection
— Unverified A Joint and Domain-Adaptive Approach to Spoken Language Understanding Jul 25, 2021 Domain Adaptation Intent Detection
— Unverified Representation based meta-learning for few-shot spoken intent recognition Jun 29, 2021 Classification intent-classification
Code Code Available Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training Jun 16, 2021 Intent Detection Outlier Detection
Code Code Available Generative Conversational Networks Jun 15, 2021 Intent Detection Meta-Learning
— Unverified Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks Jun 1, 2021 Decoder global-optimization
— Unverified Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling May 25, 2021 Few-Shot Learning Intent Detection
— Unverified A Streaming End-to-End Framework For Spoken Language Understanding May 20, 2021 Intent Detection Keyword Spotting
— Unverified 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 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 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 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 Federated Learning for Spoken Language Understanding Dec 1, 2020 Federated Learning Intent Detection
— Unverified Unified Multi Intent Order and Slot Prediction using Selective Learning Propagation Dec 1, 2020 Intent Detection Natural Language Understanding
— 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 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 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 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 