SOTAVerified

Spoken Language Understanding

Papers

Showing 476500 of 550 papers

TitleStatusHype
Learning Domain-Independent Dialogue Policies via Ontology Parameterisation0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Human-Machine Dialogue as a Stochastic Game0
Keynote: Graph-based Approaches for Spoken Language Understanding0
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management0
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers0
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems0
A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones0
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding0
Compact Lexicon Selection with Spectral Methods0
Automated morphological analysis of clinical language samples0
Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children0
Lexicon-Free Conversational Speech Recognition with Neural Networks0
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding0
Semantic parsing of speech using grammars learned with weak supervision0
Applications of Lexicographic Semirings to Problems in Speech and Language Processing0
A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions0
Semantic Kernels for Semantic Parsing0
Invited Talk: IBM Cognitive Computing - An NLP Renaissance!0
Biber Redux: Reconsidering Dimensions of Variation in American English0
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling0
Active Learning in Noisy Conditions for Spoken Language Understanding0
Markovian Discriminative Modeling for Dialog State Tracking0
The PARLANCE mobile application for interactive search in English and Mandarin0
The SJTU System for Dialog State Tracking Challenge 20
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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