Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals Jun 25, 2020 EEG Electroencephalogram (EEG)
Code Code Available BlendX: Complex Multi-Intent Detection with Blended Patterns Mar 27, 2024 Diversity Intent Detection
Code Code Available 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 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 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 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 Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation Aug 28, 2023 Contrastive Learning Intent Detection
Code Code Available Improved Instruction Ordering in Recipe-Grounded Conversation May 26, 2023 Intent Detection Response Generation
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available A Persian Benchmark for Joint Intent Detection and Slot Filling Mar 1, 2023 Intent Detection Natural Language Understanding
Code Code Available Deep Smart Contract Intent Detection Nov 19, 2022 Intent Detection Multi-Label Classification
Code Code Available DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection Oct 20, 2022 Intent Detection
Code Code Available 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 Z-BERT-A: a zero-shot Pipeline for Unknown Intent detection Aug 15, 2022 intent-classification Intent Classification
Code Code Available Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search Aug 12, 2022 CPU Intent Detection
Code Code Available On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Jul 1, 2022 Intent Detection Meta-Learning
Code Code Available Learning Dialogue Representations from Consecutive Utterances May 26, 2022 Contrastive Learning Conversational Question Answering
Code Code Available InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning May 25, 2022 Dialogue Evaluation Dialogue Generation
Code Code Available DeepStruct: Pretraining of Language Models for Structure Prediction May 21, 2022 coreference-resolution Coreference Resolution
Code Code Available 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 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 Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding Dec 22, 2021 Intent Detection Semantic Frame Parsing
Code Code Available 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 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning Sep 13, 2021 Contrastive Learning Intent Detection
Code Code Available 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 ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing Aug 1, 2021 Diversity Intent Detection
Code Code Available Energy-based Unknown Intent Detection with Data Manipulation Jul 27, 2021 Intent Detection
Code Code Available Token-Level Supervised Contrastive Learning for Punctuation Restoration Jul 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection Jun 16, 2021 Intent Detection Out-of-Distribution Detection
Code Code Available 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 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 ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning May 27, 2021 Diversity Intent Detection
Code Code Available Wizard of Search Engine: Access to Information Through Conversations with Search Engines May 18, 2021 Intent Detection Keyphrase Extraction
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 Intent Detection and Slot Filling for Vietnamese Apr 5, 2021 Intent Classification and Slot Filling Intent Detection
Code Code Available A Neural Few-Shot Text Classification Reality Check Jan 28, 2021 Classification Few-Shot Text Classification
Code Code Available Learning Class-Transductive Intent Representations for Zero-shot Intent Detection Dec 3, 2020 Intent Detection Multi-Task Learning
Code Code Available 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 A Co-Interactive Transformer for Joint Slot Filling and Intent Detection Oct 8, 2020 Intent Detection slot-filling
Code Code Available Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding Oct 8, 2020 Intent Detection Sentence
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 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 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 