SOTAVerified

Spoken Language Understanding

Papers

Showing 5175 of 550 papers

TitleStatusHype
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening ComprehensionCode1
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language ModelsCode1
AISHELL-NER: Named Entity Recognition from Chinese SpeechCode1
A Survey on Spoken Language Understanding: Recent Advances and New FrontiersCode1
Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language UnderstandingCode1
A Simulation-based Framework for Spoken Language Understanding and Action Selection in Situated Interaction0
A Simple and Generic Belief Tracking Mechanism for the Dialog State Tracking Challenge: On the believability of observed information0
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding0
A Joint Model for Discovery of Aspects in Utterances0
Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision0
A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications0
A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones0
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding0
A Joint Learning Framework With BERT for Spoken Language Understanding0
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding0
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset0
A Joint and Domain-Adaptive Approach to Spoken Language Understanding0
A Data Efficient End-To-End Spoken Language Understanding Architecture0
Automated morphological analysis of clinical language samples0
A Result based Portable Framework for Spoken Language Understanding0
A Progressive Model to Enable Continual Learning for Semantic Slot Filling0
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding0
Applications of Lexicographic Semirings to Problems in Speech and Language Processing0
A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents0
Adaptive Knowledge Distillation between Text and Speech Pre-trained Models0
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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