Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals Jun 25, 2020 EEG Electroencephalogram (EEG)
Code Code Available 5 TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Apr 15, 2020 Dialogue State Tracking Intent Detection
Code Code Available 5 BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 5 On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Jul 1, 2022 Intent Detection Meta-Learning
Code Code Available 5 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 5 Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding Dec 22, 2021 Intent Detection Semantic Frame Parsing
Code Code Available 5 Energy-based Unknown Intent Detection with Data Manipulation Jul 27, 2021 Intent Detection
Code Code Available 5 Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding Oct 8, 2020 Intent Detection Sentence
Code Code Available 5 Learning Dialogue Representations from Consecutive Utterances May 26, 2022 Contrastive Learning Conversational Question Answering
Code Code Available 5 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 5 Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search Aug 12, 2022 CPU Intent Detection
Code Code Available 5 ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning May 27, 2021 Diversity Intent Detection
Code Code Available 5 SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection Dec 31, 2023 Data Augmentation Intent Detection
Code Code Available 5 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 5 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling Jun 3, 2021 Intent Detection Semantic Frame Parsing
Code Code Available 5 Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization May 15, 2022 Contrastive Learning Intent Detection
Code Code Available 5 HINT3: Raising the bar for Intent Detection in the Wild Sep 29, 2020 Benchmarking Intent Detection
Code Code Available 5 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning May 25, 2022 Dialogue Evaluation Dialogue Generation
Code Code Available 5 Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation Aug 28, 2023 Contrastive Learning Intent Detection
Code Code Available 5 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 5 CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available 5 Learning Spoken Language Representations with Neural Lattice Language Modeling Jul 6, 2020 Intent Detection Language Modeling
Code Code Available 5 Efficient Intent Detection with Dual Sentence Encoders Mar 10, 2020 CPU Intent Detection
Code Code Available 5 OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack May 12, 2021 intent-classification Intent Classification
Code Code Available 5 A Neural Few-Shot Text Classification Reality Check Jan 28, 2021 Classification Few-Shot Text Classification
Code Code Available 5 ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing Aug 1, 2021 Diversity Intent Detection
Code Code Available 5 A Co-Interactive Transformer for Joint Slot Filling and Intent Detection Oct 8, 2020 Intent Detection slot-filling
Code Code Available 5 A Persian Benchmark for Joint Intent Detection and Slot Filling Mar 1, 2023 Intent Detection Natural Language Understanding
Code Code Available 5 SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling Aug 26, 2021 Intent Detection Natural Language Understanding
Code Code Available 5 SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling Oct 6, 2020 Intent Detection slot-filling
Code Code Available 5 Intent Detection and Slot Filling for Vietnamese Apr 5, 2021 Intent Classification and Slot Filling Intent Detection
Code Code Available 5 Deep Smart Contract Intent Detection Nov 19, 2022 Intent Detection Multi-Label Classification
Code Code Available 5 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning Sep 13, 2021 Contrastive Learning Intent Detection
Code Code Available 5 Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection Jun 8, 2021 intent-classification Intent Classification
Code Code Available 5 BlendX: Complex Multi-Intent Detection with Blended Patterns Mar 27, 2024 Diversity Intent Detection
Code Code Available 5 Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models Oct 20, 2023 Intent Detection Intent Recognition
Code Code Available 5 A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis Apr 11, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 Improved Instruction Ordering in Recipe-Grounded Conversation May 26, 2023 Intent Detection Response Generation
Code Code Available 5 A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection Jun 16, 2021 Intent Detection Out-of-Distribution Detection
Code Code Available 5 MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic Feb 14, 2020 Autonomous Driving Intent Detection
Code Code Available 5 A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available 5 Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs Oct 19, 2022 Graph Attention Intent Detection
Code Code Available 5 Coupling Intent and Action for Pedestrian Crossing Behavior Prediction May 10, 2021 Action Detection Autonomous Vehicles
Code Code Available 5 OpenUE: An Open Toolkit of Universal Extraction from Text Oct 1, 2020 Event Extraction Intent Detection
Code Code Available 5 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding Nov 1, 2021 Intent Detection Spoken Language Understanding
Code Code Available 5 Learning Class-Transductive Intent Representations for Zero-shot Intent Detection Dec 3, 2020 Intent Detection Multi-Task Learning
Code Code Available 5 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Oct 25, 2020 Few-Shot Learning Goal-Oriented Dialog
Code Code Available 5 DeepStruct: Pretraining of Language Models for Structure Prediction May 21, 2022 coreference-resolution Coreference Resolution
Code Code Available 5 DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection Oct 20, 2022 Intent Detection
Code Code Available 5 Token-Level Supervised Contrastive Learning for Punctuation Restoration Jul 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 