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

Intent Classification

Papers archive 2025-07-28

archive papers tagged: 344 · with a code link: 113 · where Syntology ran a sample: 17 (14 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (17 of 344 tagged: 14 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 344, 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.

• Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
  1 Jul 2020 1 repository listed
• ImpactCite: An XLNet-based method for Citation Impact Analysis
  5 May 2020 1 repository listed
• MTSI-BERT: A Session-aware Knowledge-based Conversational Agent
  1 May 2020 1 repository listed
• Intent Classification in Question-Answering Using LSTM Architectures
  25 Jan 2020 1 repository listed
• Stacked DeBERT: All Attention in Incomplete Data for Text Classification
  1 Jan 2020 1 repository listed Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Fast Intent Classification for Spoken Language Understanding
  3 Dec 2019 1 repository listed
• Interactive Classification by Asking Informative Questions
  9 Nov 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Metric Learning for Dynamic Text Classification
  4 Nov 2019 1 repository listed
• Reconstructing Capsule Networks for Zero-shot Intent Classification
  1 Nov 2019 1 repository listed
• Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
  15 Sep 2019 1 repository listed
• Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
  1 Jun 2019 1 repository listed
• Structural Scaffolds for Citation Intent Classification in Scientific Publications
  2 Apr 2019 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) · 1 unverified (of 5 harvested samples)
• Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system
  25 Mar 2019 1 repository listed
• Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction
  24 May 2025 0 repositories listed
• Intent Classification on Low-Resource Languages with Query Similarity Search
  23 May 2025 0 repositories listed
• In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification
  30 Apr 2025 0 repositories listed
• ConvoGen: Enhancing Conversational AI with Synthetic Data: A Multi-Agent Approach
  21 Mar 2025 0 repositories listed
• Efficient Intent-Based Filtering for Multi-Party Conversations Using Knowledge Distillation from LLMs
  21 Mar 2025 0 repositories listed
• PythonPal: Enhancing Online Programming Education through Chatbot-Driven Personalized Feedback
  9 Mar 2025 0 repositories listed
• A Preliminary Exploration with GPT-4o Voice Mode
  14 Feb 2025 0 repositories listed
• Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification
  20 Dec 2024 0 repositories listed
• Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification
  21 Nov 2024 0 repositories listed
• Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production
  19 Nov 2024 0 repositories listed
• Improved intent classification based on context information using a windows-based approach
  9 Nov 2024 0 repositories listed
• Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch
  24 Oct 2024 0 repositories listed
• Intent Classification for Bank Chatbots through LLM Fine-Tuning
  7 Oct 2024 0 repositories listed
• Efficacy of Synthetic Data as a Benchmark
  18 Sep 2024 0 repositories listed
• Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection
  17 Sep 2024 0 repositories listed
• LLM-based Weak Supervision Framework for Query Intent Classification in Video Search
  13 Sep 2024 0 repositories listed
• LLMs Will Always Hallucinate, and We Need to Live With This
  9 Sep 2024 0 repositories listed
• Practical token pruning for foundation models in few-shot conversational virtual assistant systems
  21 Aug 2024 0 repositories listed
• A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce
  4 Aug 2024 0 repositories listed
• Why do you cite? An investigation on citation intents and decision-making classification processes
  18 Jul 2024 0 repositories listed
• Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors
  24 Jun 2024 0 repositories listed
• An Adapter-Based Unified Model for Multiple Spoken Language Processing Tasks
  20 Jun 2024 0 repositories listed
• DASB -- Discrete Audio and Speech Benchmark
  20 Jun 2024 0 repositories listed
• Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model
  18 Jun 2024 0 repositories listed
• Luganda Speech Intent Recognition for IoT Applications
  16 May 2024 0 repositories listed
• OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs
  6 May 2024 0 repositories listed
• CourseAssist: Pedagogically Appropriate AI Tutor for Computer Science Education
  1 May 2024 0 repositories listed
• Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition
  27 Mar 2024 0 repositories listed
• LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification
  25 Mar 2024 0 repositories listed
• Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders
  7 Mar 2024 0 repositories listed
• Prompt Perturbation Consistency Learning for Robust Language Models
  24 Feb 2024 0 repositories listed
• LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization
  11 Jan 2024 0 repositories listed
• Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
  5 Jan 2024 0 repositories listed
• PerSHOP -- A Persian dataset for shopping dialogue systems modeling
  1 Jan 2024 0 repositories listed
• OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System
  28 Dec 2023 0 repositories listed
• Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
  21 Dec 2023 0 repositories listed
• Creating Spoken Dialog Systems in Ultra-Low Resourced Settings
  11 Dec 2023 0 repositories listed
• Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution
  10 Dec 2023 0 repositories listed
• Generalized zero-shot audio-to-intent classification
  4 Nov 2023 0 repositories listed
• Privacy-preserving Representation Learning for Speech Understanding
  26 Oct 2023 0 repositories listed
• IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery
  25 Oct 2023 0 repositories listed
• SNOiC: Soft Labeling and Noisy Mixup based Open Intent Classification Model
  11 Oct 2023 0 repositories listed
• Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis
  9 Oct 2023 0 repositories listed
• CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
  26 Sep 2023 0 repositories listed
• In-Context Learning for Text Classification with Many Labels
  19 Sep 2023 0 repositories listed
• Leveraging Large Language Models for Exploiting ASR Uncertainty
  9 Sep 2023 0 repositories listed
• Enhancing Pipeline-Based Conversational Agents with Large Language Models
  7 Sep 2023 0 repositories listed
• Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification
  18 Aug 2023 0 repositories listed
• Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling
  13 Jul 2023 0 repositories listed
• Reliable and Interpretable Drift Detection in Streams of Short Texts
  28 May 2023 0 repositories listed
• CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training
  27 May 2023 0 repositories listed
• TaDSE: Template-aware Dialogue Sentence Embeddings
  23 May 2023 0 repositories listed
• Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding
  22 May 2023 0 repositories listed
• Exploring Zero and Few-shot Techniques for Intent Classification
  11 May 2023 0 repositories listed
• An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild'' Edge Applications
  9 May 2023 0 repositories listed
• ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation
  4 May 2023 0 repositories listed
• Ericson: An Interactive Open-Domain Conversational Search Agent
  5 Apr 2023 0 repositories listed
• A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval
  28 Mar 2023 0 repositories listed
• Improving the Intent Classification accuracy in Noisy Environment
  12 Mar 2023 0 repositories listed
• Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information
  19 Feb 2023 0 repositories listed
• Conversation Style Transfer using Few-Shot Learning
  16 Feb 2023 0 repositories listed
• Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction
  21 Dec 2022 0 repositories listed
• The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition
  13 Dec 2022 0 repositories listed
• Zero-Shot Learning for Joint Intent and Slot Labeling
  29 Nov 2022 0 repositories listed
• ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling
  27 Nov 2022 0 repositories listed
• Multitask Learning for Low Resource Spoken Language Understanding
  24 Nov 2022 0 repositories listed
• Introducing Semantics into Speech Encoders
  15 Nov 2022 0 repositories listed
• Prompt Learning for Domain Adaptation in Task-Oriented Dialogue
  10 Nov 2022 0 repositories listed
• Multilingual Name Entity Recognition and Intent Classification Employing Deep Learning Architectures
  4 Nov 2022 0 repositories listed
• token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text
  30 Oct 2022 0 repositories listed
• arXivEdits: Understanding the Human Revision Process in Scientific Writing
  26 Oct 2022 0 repositories listed
• End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English
  26 Oct 2022 0 repositories listed
• Learning Better Intent Representations for Financial Open Intent Classification
  25 Oct 2022 0 repositories listed
• Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding
  25 Oct 2022 0 repositories listed
• Augmenting Task-Oriented Dialogue Systems with Relation Extraction
  24 Oct 2022 0 repositories listed
• Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR
  21 Oct 2022 0 repositories listed
• The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification
  12 Oct 2022 0 repositories listed
• Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks
  10 Oct 2022 0 repositories listed
• Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model
  1 Oct 2022 0 repositories listed
• Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings
  1 Oct 2022 0 repositories listed
• TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding
  26 Sep 2022 0 repositories listed
• LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging
  20 Sep 2022 0 repositories listed
• Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification
  13 Sep 2022 0 repositories listed
• Data Augmentation for Intent Classification of German Conversational Agents in the Finance Domain
  1 Sep 2022 0 repositories listed
• A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
  26 Jul 2022 0 repositories listed
• Controlled Data Generation via Insertion Operations for NLU
  1 Jul 2022 0 repositories listed
• Local-to-global learning for iterative training of production SLU models on new features
  1 Jul 2022 0 repositories listed

Syntology lines on 3 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.