PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network Apr 16, 2024 Autonomous Driving Feature Engineering
— Unverified Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention Apr 10, 2024 Action Anticipation Graph Neural Network
— Unverified Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction Mar 24, 2024 Intent Detection slot-filling
Code Code Available RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education Mar 13, 2024 Intent Detection Task-Oriented Dialogue Systems
— Unverified Automatic driving lane change safety prediction model based on LSTM Feb 28, 2024 Autonomous Driving Autonomous Vehicles
— Unverified Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Feb 27, 2024 Intent Detection Transfer Learning
— Unverified Intelligent Mode-switching Framework for Teleoperation Feb 8, 2024 Decision Making Deep Reinforcement Learning
— Unverified Designing deep neural networks for driver intention recognition Feb 7, 2024 Intent Detection Neural Architecture Search
— Unverified ICL Markup: Structuring In-Context Learning using Soft-Token Tags Dec 12, 2023 In-Context Learning Intent Detection
— Unverified SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU Nov 16, 2023 Intent Detection Natural Language Understanding
Code Code Available Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking Nov 10, 2023 Contrastive Learning Data Augmentation
— Unverified ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic Oct 29, 2023 Intent Detection
— Unverified IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery Oct 25, 2023 Contrastive Learning intent-classification
— Unverified IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization Oct 18, 2023 Intent Detection
— Unverified Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti Oct 17, 2023 Intent Detection slot-filling
Code Code Available Key-phrase boosted unsupervised summary generation for FinTech organization Oct 16, 2023 Intent Detection Sentiment Analysis
— Unverified RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training Oct 15, 2023 Intent Detection Response Generation
Code Code Available ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Oct 8, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available I^2KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding Oct 4, 2023 Intent Detection Knowledge Distillation
— Unverified Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond Sep 25, 2023 General Classification Intent Detection
— Unverified ChEDDAR: Student-ChatGPT Dialogue in EFL Writing Education Sep 23, 2023 Intent Detection Task-Oriented Dialogue Systems
Code Code Available Intent Detection at Scale: Tuning a Generic Model using Relevant Intents Sep 15, 2023 Intent Detection
— Unverified Continual Learning with Dirichlet Generative-based Rehearsal Sep 13, 2023 Continual Learning Incremental Learning
— Unverified Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Sep 10, 2023 class-incremental learning Class Incremental Learning
— Unverified All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Sep 7, 2023 All Domain Generalization
Code Code Available Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks Sep 5, 2023 Graph Embedding Intent Detection
— Unverified Uncovering the Unseen: Discover Hidden Intentions by Micro-Behavior Graph Reasoning Aug 29, 2023 Intent Detection
— Unverified ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection Aug 25, 2023 Data Augmentation Intent Detection
Code Code Available Task Conditioned BERT for Joint Intent Detection and Slot-filling Aug 11, 2023 Intent Detection slot-filling
— Unverified Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning Aug 9, 2023 Contrastive Learning Intent Detection
Code Code Available LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling Aug 5, 2023 Intent Detection Language Modeling
— Unverified ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding Aug 1, 2023 Intent Detection Multiple-choice
Code Code Available Utilisation of open intent recognition models for customer support intent detection Jul 31, 2023 Intent Detection Intent Discovery
— Unverified A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data Jul 28, 2023 Autonomous Vehicles Intent Detection
— Unverified Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems Jul 8, 2023 Intent Detection Program Synthesis
— Unverified Multilingual Few-Shot Learning via Language Model Retrieval Jun 19, 2023 Few-Shot Learning In-Context Learning
— Unverified Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training Jun 8, 2023 intent-classification Intent Classification
Code Code Available Findings of the VarDial Evaluation Campaign 2023 May 31, 2023 Intent Detection
— Unverified MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup May 31, 2023 Data Augmentation Intent Detection
— Unverified Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets May 28, 2023 Intent Detection Natural Language Understanding
Code Code Available DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade May 24, 2023 Intent Detection Multi-Label Classification
— Unverified Generalized Multiple Intent Conditioned Slot Filling May 18, 2023 Intent Detection Language Modeling
— Unverified Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts May 5, 2023 Intent Detection
— Unverified Zero-Shot Slot and Intent Detection in Low-Resource Languages Apr 26, 2023 Decoder Intent Detection
— Unverified Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles Apr 25, 2023 Autonomous Vehicles Intent Detection
— Unverified QAID: Question Answering Inspired Few-shot Intent Detection Mar 2, 2023 Intent Detection Question Answering
— Unverified Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information Feb 10, 2023 Data Augmentation Intent Detection
— Unverified Gaze-based intention estimation: principles, methodologies, and applications in HRI Feb 9, 2023 Intent Detection Intent Recognition
— Unverified Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval Jan 25, 2023 Intent Detection Retrieval
Code Code Available 