A Neural Few-Shot Text Classification Reality Check Jan 28, 2021 Classification Few-Shot Text Classification
Code Code Available MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention Dec 10, 2023 graph construction Intent Detection
Code Code Available JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention Dec 14, 2023 Intent Detection slot-filling
Code Code Available A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding Nov 8, 2022 Intent Detection Semantic Frame Parsing
— Unverified A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents Oct 29, 2024 Intent Detection Task-Oriented Dialogue Systems
— Unverified Experimental Evaluation of Machine Learning Models for Goal-oriented Customer Service Chatbot with Pipeline Architecture Sep 27, 2024 Chatbot Dialogue Management
— Unverified Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning Dec 11, 2024 Classification Decoder
— Unverified Benchmarking Adaptive Intelligence and Computer Vision on Human-Robot Collaboration Sep 30, 2024 Benchmarking Intent Detection
— Unverified Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Feb 27, 2024 Intent Detection Transfer Learning
— Unverified Benben: A Chinese Intelligent Conversational Robot Jul 1, 2017 Chinese Word Segmentation Dependency Parsing
— 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 Bringing Semantic Structures to User Intent Detection in Online Medical Queries Oct 22, 2017 Intent Detection Multi-Task Learning
— Unverified Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Mar 23, 2019 Classification General Classification
— Unverified Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond Sep 25, 2023 General Classification Intent Detection
— Unverified Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling Dec 1, 2020 Intent Detection slot-filling
— Unverified An Interdisciplinary Review of Commonsense Reasoning and Intent Detection Jun 16, 2025 Intent Detection Natural Language Understanding
— Unverified A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification Oct 22, 2018 Classification Dialogue Act Classification
— Unverified Automatic Intent-Slot Induction for Dialogue Systems Mar 16, 2021 Intent Detection slot-filling
— Unverified Automatic driving lane change safety prediction model based on LSTM Feb 28, 2024 Autonomous Driving Autonomous Vehicles
— Unverified Estimating Soft Labels for Out-of-Domain Intent Detection Nov 10, 2022 Intent Detection Out of Distribution (OOD) Detection
— Unverified Almawave-SLU: A new dataset for SLU in Italian Jul 17, 2019 Intent Detection Question Answering
— Unverified Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles Apr 25, 2023 Autonomous Vehicles Intent Detection
— Unverified Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Apr 30, 2020 Intent Detection Natural Language Understanding
— Unverified Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents Jul 8, 2020 Dialogue Understanding Intent Detection
— Unverified A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU May 5, 2024 Contrastive Learning Data Augmentation
— Unverified A deep learning approach for understanding natural language commands for mobile service robots Jul 9, 2018 Action Detection Intent Detection
— Unverified Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding Sep 6, 2022 Data Augmentation Intent Detection
— Unverified Evaluating Pixel Language Models on Non-Standardized Languages Dec 12, 2024 Dependency Parsing Intent Detection
— Unverified Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling Oct 19, 2022 Intent Detection Natural Language Understanding
— Unverified EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models Sep 20, 2024 Emotional Intelligence Emotion Recognition
— Unverified Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling Dec 21, 2020 Intent Detection Multi-Task Learning
— 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 A Transformer-based Threshold-Free Framework for Multi-Intent NLU Oct 1, 2022 Intent Detection Multi-Task Learning
— Unverified A Joint and Domain-Adaptive Approach to Spoken Language Understanding Jul 25, 2021 Domain Adaptation Intent Detection
— Unverified Embedding Grammars Aug 14, 2018 Intent Detection Word Embeddings
— Unverified CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding Jun 15, 2024 Intent Detection slot-filling
— Unverified A survey of joint intent detection and slot-filling models in natural language understanding Jan 20, 2021 Classification General Classification
— Unverified Cost-Based Goal Recognition Meets Deep Learning Nov 22, 2019 Deep Learning Intent Detection
— Unverified ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Sep 21, 2021 Intent Detection Retrieval
— Unverified Deep F-measure Maximization for End-to-End Speech Understanding Aug 8, 2020 Fairness Intent Detection
— Unverified A Streaming End-to-End Framework For Spoken Language Understanding May 20, 2021 Intent Detection Keyword Spotting
— Unverified Continuous representations of intents for dialogue systems May 8, 2021 Intent Detection Zero-Shot Learning
— Unverified Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space Aug 5, 2024 Intent Detection text-classification
— Unverified Demonstration of interactive teaching for end-to-end dialog control with hybrid code networks Aug 1, 2017 Dialog Learning Entity Extraction using GAN
— Unverified Density-Based Dynamic Curriculum Learning for Intent Detection Aug 24, 2021 Intent Detection
— Unverified Designing deep neural networks for driver intention recognition Feb 7, 2024 Intent Detection Neural Architecture Search
— Unverified Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence Sep 11, 2018 Activity Recognition Intent Detection
— Unverified DFKI Cabin Simulator: A Test Platform for Visual In-Cabin Monitoring Functions Jan 28, 2020 3D Pose Estimation Intent Detection
— Unverified Continual Learning with Dirichlet Generative-based Rehearsal Sep 13, 2023 Continual Learning Incremental Learning
— Unverified A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems Nov 16, 2021 Decoder global-optimization
— Unverified 