SOTAVerified

Spoken Language Understanding

Papers

Showing 351375 of 550 papers

TitleStatusHype
Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding0
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding0
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History0
Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager0
Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks0
Joint Satisfaction of Syntactic and Pragmatic Constraints Improves Incremental Spoken Language Understanding0
Joint Text and Label Generation for Spoken Language Understanding0
Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding0
Keynote: Graph-based Approaches for Spoken Language Understanding0
Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues0
Label-Dependencies Aware Recurrent Neural Networks0
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling0
Large-scale Transfer Learning for Low-resource Spoken Language Understanding0
Lattention: Lattice-attention in ASR rescoring0
Learned In Speech Recognition: Contextual Acoustic Word Embeddings0
Learned in Speech Recognition: Contextual Acoustic Word Embeddings0
Learning a Neural Diff for Speech Models0
Learning De-identified Representations of Prosody from Raw Audio0
Learning Domain-Independent Dialogue Policies via Ontology Parameterisation0
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding0
Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations0
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification0
Leveraging Large Language Models for Exploiting ASR Uncertainty0
Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora0
Lexicon-Free Conversational Speech Recognition with Neural Networks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer + AMT, character-based)Accuracy (%)99.8Unverified
2UniverSLUAccuracy (%)99.8Unverified
3Finstreder (Quartznet + AMT)Accuracy (%)99.7Unverified
4textual-kd-sluAccuracy (%)99.7Unverified
5Wav2Vec2.0-ClassifierAccuracy (%)99.7Unverified
6E2E SLP two-stepAccuracy (%)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