SOTAVerified

Spoken Language Understanding

Papers

Showing 326350 of 550 papers

TitleStatusHype
Improving Spoken Language Understanding by Wisdom of Crowds0
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target0
Improving the Intent Classification accuracy in Noisy Environment0
Improving Transducer-Based Spoken Language Understanding with Self-Conditioned CTC and Knowledge Transfer0
Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks0
RNN based Incremental Online Spoken Language Understanding0
Incremental processing of noisy user utterances in the spoken language understanding task0
Incremental Segmentation and Decoding Strategies for Simultaneous Translation0
Inducing Global and Local Knowledge Attention in Multi-turn Dialog Understanding0
Information Navigation System Based on POMDP that Tracks User Focus0
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation0
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home0
Integrating Dialog History into End-to-End Spoken Language Understanding Systems0
Integrating Incremental Speech Recognition and POMDP-Based Dialogue Systems0
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding0
Integrating Self-supervised Speech Model with Pseudo Word-level Targets from Visually-grounded Speech Model0
Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding0
Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems0
Interpreting Situated Dialogue Utterances: an Update Model that Uses Speech, Gaze, and Gesture Information0
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding0
Introducing Semantics into Speech Encoders0
Invited Talk: IBM Cognitive Computing - An NLP Renaissance!0
Iterative Delexicalization for Improved Spoken Language Understanding0
Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks0
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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