SOTAVerified

Spoken Language Understanding

Papers

Showing 501525 of 550 papers

TitleStatusHype
The PARLANCE mobile application for interactive search in English and Mandarin0
The SJTU System for Dialog State Tracking Challenge 20
Markovian Discriminative Modeling for Dialog State Tracking0
Alex: Bootstrapping a Spoken Dialogue System for a New Domain by Real Users0
Sequential Labeling for Tracking Dynamic Dialog States0
Comparative Error Analysis of Dialog State Tracking0
Optimizing Generative Dialog State Tracker via Cascading Gradient Descent0
Word-Based Dialog State Tracking with Recurrent Neural Networks0
Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization0
The Development of the Multilingual LUNA Corpus for Spoken Language System Porting0
IBM's Belief Tracker: Results On Dialog State Tracking Challenge Datasets0
Incremental Segmentation and Decoding Strategies for Simultaneous Translation0
Evaluation of the Scusi? Spoken Language Interpretation System -- A Case Study0
Pair Language Models for Deriving Alternative Pronunciations and Spellings from Pronunciation Dictionaries0
The Dialog State Tracking Challenge0
Recipe For Building Robust Spoken Dialog State Trackers: Dialog State Tracking Challenge System Description0
Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task0
A Simple and Generic Belief Tracking Mechanism for the Dialog State Tracking Challenge: On the believability of observed information0
Training and evaluation of an MDP model for social multi-user human-robot interaction0
Multi-domain learning and generalization in dialog state tracking0
Engineering Statistical Dialog State Trackers: A Case Study on DSTC0
Structured Discriminative Model For Dialog State Tracking0
Spoken Language Understanding for Natural Interaction0
Unsupervised structured semantic inference for spoken dialog reservation tasks0
Interpreting Situated Dialogue Utterances: an Update Model that Uses Speech, Gaze, and Gesture Information0
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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