SOTAVerified

Intent Recognition

Papers

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Showing 51–93 of 93 papers

TitleStatusHype
A-MESS: Anchor based Multimodal Embedding with Semantic Synchronization for Multimodal Intent Recognition—0
Analysis and Tuning of a Voice Assistant System for Dysfluent Speech—0
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection—0
Automated hypothesis generation via Evolutionary Abduction—0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations—0
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems—0
Transferring SLU Models in Novel Domains—0
Transformer-Capsule Model for Intent Detection—0
Ultimatum game: regret or fairness?—0
User Intent Recognition and Semantic Cache Optimization-Based Query Processing Framework using CFLIS and MGR-LAU—0
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms—0
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems—0
Utilisation of open intent recognition models for customer support intent detection—0
Web-API-Based Chatbot Generation with Analysis and Expansion for Training Sentences—0
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems—0
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning—0
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions—0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction—0
"My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise—0
Natural Language Sentence Generation from API Specifications—0
NLU for Game-based Learning in Real: Initial Evaluations—0
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots—0
Online Risk-Bounded Motion Planning for Autonomous Vehicles in Dynamic Environments—0
Persuasive Dialogue Understanding: the Baselines and Negative Results—0
Preference or Intent? Double Disentangled Collaborative Filtering—0
Robot Intent Recognition Method Based on State Grid Business Office—0
Towards Better Understanding of Spontaneous Conversations: Overcoming Automatic Speech Recognition Errors With Intent Recognition—0
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding—0
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing—0
TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction—0
Template-based Approach to Zero-shot Intent Recognition—0
The timing bottleneck: Why timing and overlap are mission-critical for conversational user interfaces, speech recognition and dialogue systems—0
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research—0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary GenerationCode0
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent RecognitionCode0
Representation based meta-learning for few-shot spoken intent recognitionCode0
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent RecognitionCode0
Developing a Chatbot system using Deep Learning based for Universities consultancyCode0
Do We Need Online NLU Tools?Code0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding SystemsCode0
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI SystemsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Chinchilla-70B (few-shot, k=5)Accuracy 92.8—Unverified
2Gopher-280B (few-shot, k=5)Accuracy 88.7—Unverified