SOTAVerified

Intent Recognition

Papers

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Showing 51–93 of 93 papers

TitleStatusHype
NLU for Game-based Learning in Real: Initial Evaluations—0
New Intent Discovery with Pre-training and Contrastive LearningCode1
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding SystemsCode0
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System—0
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection—0
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems—0
Training Compute-Optimal Large Language ModelsCode6
Developing a Chatbot system using Deep Learning based for Universities consultancyCode0
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots—0
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems—0
Robot Intent Recognition Method Based on State Grid Business Office—0
Automated hypothesis generation via Evolutionary Abduction—0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder—0
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent RecognitionCode0
Integrating Dialog History into End-to-End Spoken Language Understanding Systems—0
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems—0
Representation based meta-learning for few-shot spoken intent recognitionCode0
Analysis and Tuning of a Voice Assistant System for Dysfluent Speech—0
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent DetectionCode1
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding—0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems—0
Efficient data-driven encoding of scene motion using Eccentricity—0
Continual Learning in Task-Oriented Dialogue SystemsCode1
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms—0
Do We Need Online NLU Tools?Code0
Persuasive Dialogue Understanding: the Baselines and Negative Results—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
Mere account mein kitna balance hai? -- On building voice enabled Banking Services for Multilingual Communities—0
Intent Recognition in Doctor-Patient Interviews—0
CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy—0
Transformer-Capsule Model for Intent Detection—0
Iterative Data Programming for Expanding Text Classification Corpora—0
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions—0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations—0
Towards Better Understanding of Spontaneous Conversations: Overcoming Automatic Speech Recognition Errors With Intent Recognition—0
Incrementalizing RASA's Open-Source Natural Language Understanding Pipeline—0
A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling—0
Transferring SLU Models in Novel Domains—0
Online Risk-Bounded Motion Planning for Autonomous Vehicles in Dynamic Environments—0
Conversational Intent Understanding for Passengers in Autonomous Vehicles—0
Learning User Intent from Action Sequences on Interactive Systems—0
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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