SOTAVerified

Spoken Language Understanding

Papers

Showing 151175 of 550 papers

TitleStatusHype
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding0
A Joint Learning Framework With BERT for Spoken Language Understanding0
Compact Lexicon Selection with Spectral Methods0
Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding0
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping0
Co-guiding for Multi-intent Spoken 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
Clean Label Attacks against SLU Systems0
A Result based Portable Framework for Spoken Language Understanding0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding0
A Progressive Model to Enable Continual Learning for Semantic Slot Filling0
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding0
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding0
Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis0
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
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data0
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding0
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System0
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR0
An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving0
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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