SOTAVerified

Spoken Language Understanding

Papers

Showing 351375 of 550 papers

TitleStatusHype
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation0
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction0
Spoken Language Understanding for Natural Interaction0
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks0
Spoken Language Understanding on Unseen Tasks With In-Context Learning0
ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding0
STOP: A dataset for Spoken Task Oriented Semantic Parsing0
Structured Dialogue Policy with Graph Neural Networks0
Structured Discriminative Model For Dialog State Tracking0
Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands0
Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding0
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings0
Syntactic annotation of spontaneous speech: application to call-center conversation data0
Syntactic Graph Convolutional Network for Spoken Language Understanding0
Target word prediction and paraphasia classification in spoken discourse0
Task Lineages: Dialog State Tracking for Flexible Interaction0
Temporal Generalization for Spoken Language Understanding0
Tensor decomposition for minimization of E2E SLU model toward on-device processing0
The Alexa Meaning Representation Language0
The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese0
The Development of the Multilingual LUNA Corpus for Spoken Language System Porting0
The Dialog State Tracking Challenge0
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding0
The importance of fillers for text representations of speech transcripts0
The Lost Combinator0
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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