Browse State-of-the-Art › Intent Detection › Papers, page 2

Intent Detection

Papers archive 2025-07-28

archive papers tagged: 330 · with a code link: 121 · where Syntology ran a sample: 12 (12 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (12 of 330 tagged: 12 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 330, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• HINT3: Raising the bar for Intent Detection in the Wild
  29 Sep 2020 1 repository listed
• Intent Detection with WikiHow
  12 Sep 2020 1 repository listed
• Privacy Guarantees for De-identifying Text Transformations
  7 Aug 2020 1 repository listed
• Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
  1 Jul 2020 1 repository listed
• Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals
  25 Jun 2020 1 repository listed
• FuSSI-Net: Fusion of Spatio-temporal Skeletons for Intention Prediction Network
  15 May 2020 1 repository listed
• AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
  21 Apr 2020 1 repository listed
• TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
  15 Apr 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier
  7 Mar 2020 1 repository listed
• MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic
  14 Feb 2020 1 repository listed
• Sequence Labeling Approach to the Task of Sentence Boundary Detection
  20 Jan 2020 1 repository listed
• User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant
  16 Jan 2020 1 repository listed
• “Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language
  16 Dec 2019 1 repository listed
• Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems
  21 Nov 2019 1 repository listed
• Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation
  9 Oct 2019 1 repository listed
• Deep Unknown Intent Detection with Margin Loss
  2 Jun 2019 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
  19 Apr 2019 1 repository listed
• Spoken Language Intent Detection using Confusion2Vec
  7 Apr 2019 1 repository listed
• Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system
  25 Mar 2019 1 repository listed
• A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling
  26 Dec 2018 1 repository listed
• Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
  25 Aug 2018 1 repository listed
• Flippi: End To End GenAI Assistant for E-Commerce
  8 Jul 2025 0 repositories listed
• An Interdisciplinary Review of Commonsense Reasoning and Intent Detection
  16 Jun 2025 0 repositories listed
• Invocable APIs derived from NL2SQL datasets for LLM Tool-Calling Evaluation
  12 Jun 2025 0 repositories listed
• Building a Few-Shot Cross-Domain Multilingual NLU Model for Customer Care
  4 Jun 2025 0 repositories listed
• Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation
  24 May 2025 0 repositories listed
• Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
  21 May 2025 0 repositories listed
• Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines
  8 May 2025 0 repositories listed
• Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling
  18 Apr 2025 0 repositories listed
• Fine-Grained Behavior and Lane Constraints Guided Trajectory Prediction Method
  27 Mar 2025 0 repositories listed
• Intelligent Framework for Human-Robot Collaboration: Dynamic Ergonomics and Adaptive Decision-Making
  10 Mar 2025 0 repositories listed
• Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings
  7 Mar 2025 0 repositories listed
• Towards Refining Developer Questions using LLM-Based Named Entity Recognition for Developer Chatroom Conversations
  2 Mar 2025 0 repositories listed
• On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation
  18 Feb 2025 0 repositories listed
• Fitting Different Interactive Information: Joint Classification of Emotion and Intention
  5 Jan 2025 0 repositories listed
• Meta-Reflection: A Feedback-Free Reflection Learning Framework
  18 Dec 2024 0 repositories listed
• HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation
  13 Dec 2024 0 repositories listed
• Evaluating Pixel Language Models on Non-Standardized Languages
  12 Dec 2024 0 repositories listed
• Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning
  11 Dec 2024 0 repositories listed
• Towards Intention Recognition for Robotic Assistants Through Online POMDP Planning
  26 Nov 2024 0 repositories listed
• IntentGPT: Few-shot Intent Discovery with Large Language Models
  16 Nov 2024 0 repositories listed
• A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents
  29 Oct 2024 0 repositories listed
• Intent Detection in the Age of LLMs
  2 Oct 2024 0 repositories listed
• Benchmarking Adaptive Intelligence and Computer Vision on Human-Robot Collaboration
  30 Sep 2024 0 repositories listed
• Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises
  29 Sep 2024 0 repositories listed
• Experimental Evaluation of Machine Learning Models for Goal-oriented Customer Service Chatbot with Pipeline Architecture
  27 Sep 2024 0 repositories listed
• EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
  20 Sep 2024 0 repositories listed
• Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection
  17 Sep 2024 0 repositories listed
• Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space
  5 Aug 2024 0 repositories listed
• Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware
  21 Jul 2024 0 repositories listed
• dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents
  18 Jul 2024 0 repositories listed
• AraFinNLP 2024: The First Arabic Financial NLP Shared Task
  13 Jul 2024 0 repositories listed
• CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding
  15 Jun 2024 0 repositories listed
• Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning
  31 May 2024 0 repositories listed
• Learning Multimodal Confidence for Intention Recognition in Human-Robot Interaction
  23 May 2024 0 repositories listed
• Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent
  6 May 2024 0 repositories listed
• A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
  5 May 2024 0 repositories listed
• PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network
  16 Apr 2024 0 repositories listed
• Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
  10 Apr 2024 0 repositories listed
• RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education
  13 Mar 2024 0 repositories listed
• Automatic driving lane change safety prediction model based on LSTM
  28 Feb 2024 0 repositories listed
• Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
  27 Feb 2024 0 repositories listed
• Intelligent Mode-switching Framework for Teleoperation
  8 Feb 2024 0 repositories listed
• Designing deep neural networks for driver intention recognition
  7 Feb 2024 0 repositories listed
• ICL Markup: Structuring In-Context Learning using Soft-Token Tags
  12 Dec 2023 0 repositories listed
• Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking
  10 Nov 2023 0 repositories listed
• ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic
  29 Oct 2023 0 repositories listed
• IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery
  25 Oct 2023 0 repositories listed
• IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization
  18 Oct 2023 0 repositories listed
• Key-phrase boosted unsupervised summary generation for FinTech organization
  16 Oct 2023 0 repositories listed
• I²KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding
  4 Oct 2023 0 repositories listed
• Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond
  25 Sep 2023 0 repositories listed
• ChEDDAR: Student-ChatGPT Dialogue in EFL Writing Education
  23 Sep 2023 0 repositories listed
• Intent Detection at Scale: Tuning a Generic Model using Relevant Intents
  15 Sep 2023 0 repositories listed
• Continual Learning with Dirichlet Generative-based Rehearsal
  13 Sep 2023 0 repositories listed
• Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection
  10 Sep 2023 0 repositories listed
• All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
  7 Sep 2023 0 repositories listed
• Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks
  5 Sep 2023 0 repositories listed
• Uncovering the Unseen: Discover Hidden Intentions by Micro-Behavior Graph Reasoning
  29 Aug 2023 0 repositories listed
• Task Conditioned BERT for Joint Intent Detection and Slot-filling
  11 Aug 2023 0 repositories listed
• LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling
  5 Aug 2023 0 repositories listed
• Utilisation of open intent recognition models for customer support intent detection
  31 Jul 2023 0 repositories listed
• A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data
  28 Jul 2023 0 repositories listed
• Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems
  8 Jul 2023 0 repositories listed
• Multilingual Few-Shot Learning via Language Model Retrieval
  19 Jun 2023 0 repositories listed
• Findings of the VarDial Evaluation Campaign 2023
  31 May 2023 0 repositories listed
• MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup
  31 May 2023 0 repositories listed
• DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
  24 May 2023 0 repositories listed
• Generalized Multiple Intent Conditioned Slot Filling
  18 May 2023 0 repositories listed
• Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts
  5 May 2023 0 repositories listed
• Zero-Shot Slot and Intent Detection in Low-Resource Languages
  26 Apr 2023 0 repositories listed
• Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles
  25 Apr 2023 0 repositories listed
• QAID: Question Answering Inspired Few-shot Intent Detection
  2 Mar 2023 0 repositories listed
• Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information
  10 Feb 2023 0 repositories listed
• Gaze-based intention estimation: principles, methodologies, and applications in HRI
  9 Feb 2023 0 repositories listed
• HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding
  5 Jan 2023 0 repositories listed
• Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection
  23 Dec 2022 0 repositories listed
• Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction
  21 Dec 2022 0 repositories listed
• MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue
  20 Dec 2022 0 repositories listed
• A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding
  22 Nov 2022 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.