SOTAVerified

Spoken Language Understanding

Papers

Showing 451475 of 550 papers

TitleStatusHype
Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned DataCode0
Graph Databases for Designing High-Performance Speech Recognition Grammars0
Domainless Adaptation by Constrained Decoding on a Schema Lattice0
Nonparametric Bayesian Models for Spoken Language Understanding0
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding0
Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks0
Task Lineages: Dialog State Tracking for Flexible Interaction0
LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications0
Using phone features to improve dialogue state tracking generalisation to unseen states0
Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding0
My Science Tutor---Learning Science with a Conversational Virtual Tutor0
Un Sous-espace Th\'ematique Latent pour la Compr\'ehension du Langage Parl\'e (A Latent Topic-based Subspace for Spoken Language Understanding)0
Des R\'eseaux de Neurones avec M\'ecanisme d'Attention pour la Compr\'ehension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding )0
Optimiser l'adaptation en ligne d'un module de compr\'ehension de la parole avec un algorithme de bandit contre un adversaire (Adversarial bandit for optimising online active learning of spoken language understanding)0
Estimation de la qualit\'e d'un syst\`eme de reconnaissance de la parole pour une t\^ache de compr\'ehension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task)0
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding0
Neural Belief Tracker: Data-Driven Dialogue State Tracking0
Improving Recurrent Neural Networks For Sequence Labelling0
Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding0
An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition0
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task0
Robust Dialog State Tracking for Large Ontologies0
Managing Linguistic and Terminological Variation in a Medical Dialogue System0
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Show:102550
← PrevPage 19 of 22Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer + AMT, character-based)Accuracy (%)99.8Unverified
2UniverSLUAccuracy (%)99.8Unverified
3E2E SLP two-stepAccuracy (%)99.7Unverified
4textual-kd-sluAccuracy (%)99.7Unverified
5Wav2Vec2.0-ClassifierAccuracy (%)99.7Unverified
6Finstreder (Quartznet + AMT)Accuracy (%)99.7Unverified
7Wav2vec 2.0 SSLAccuracy (%)99.6Unverified
8Finstreder (Conformer)Accuracy (%)99.5Unverified
9AT-ATAccuracy (%)99.5Unverified
10BERT, AC PretrainingAccuracy (%)99.4Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer, character-based)Accuracy (%)89Unverified
2Finstreder (Conformer)Accuracy (%)88Unverified
3AT-ATAccuracy (%)84.9Unverified
4Finstreder (Quartznet)Accuracy (%)84.8Unverified
5SnipsAccuracy (%)84.2Unverified
6GoogleAccuracy (%)79.3Unverified
7Real + syntheticAccuracy (%)71.4Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer, character-based)Accuracy-EN (%)87.9Unverified
2Finstreder (Conformer)Accuracy-EN (%)80.4Unverified
3Finstreder (Quartznet)Accuracy-EN (%)77.6Unverified
4SnipsAccuracy-EN (%)68.7Unverified
5GoogleAccuracy-EN (%)47.8Unverified
#ModelMetricClaimedVerifiedStatus
1ALBERTF1 score77.1Unverified
2SpeechBERTF1 score71.75Unverified
3QANet + GANF1 score63.11Unverified
4BaselineF1 score58.71Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer)Accuracy (%)95.4Unverified
2Finstreder (Quartznet)Accuracy (%)90Unverified
3BaselineAccuracy (%)81.6Unverified