SOTAVerified

Spoken Language Understanding

Papers

Showing 101125 of 550 papers

TitleStatusHype
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding0
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning0
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding0
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding0
Cross-lingual transfer learning for spoken language understanding0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Clean Label Attacks against SLU Systems0
A Result based Portable Framework for Spoken Language Understanding0
Co-guiding for Multi-intent Spoken Language Understanding0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping0
Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding0
Compact Lexicon Selection with Spectral Methods0
Comparative Error Analysis of Dialog State Tracking0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Compositional Generalization in Spoken Language Understanding0
Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication0
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding0
Contextual Domain Classification with Temporal Representations0
Continual Contrastive Spoken Language Understanding0
Continual Learning Long Short Term Memory0
Automated morphological analysis of clinical language samples0
Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task0
An Effective Non-Autoregressive Model for Spoken Language Understanding0
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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