SOTAVerified

Intent Recognition

Papers

Showing 5160 of 93 papers

TitleStatusHype
NLU for Game-based Learning in Real: Initial Evaluations0
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 System0
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection0
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems0
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 Chatbots0
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
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Benchmark Results

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