SOTAVerified

Spoken Language Understanding

Papers

Showing 501550 of 550 papers

TitleStatusHype
Information Navigation System Based on POMDP that Tracks User Focus0
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
Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization0
Detecting linguistic idiosyncratic interests in autism using distributional semantic models0
Web-style ranking and SLU combination for dialog state tracking0
Word-Based Dialog State Tracking with Recurrent Neural Networks0
The Development of the Multilingual LUNA Corpus for Spoken Language System Porting0
IBM's Belief Tracker: Results On Dialog State Tracking Challenge Datasets0
Pair Language Models for Deriving Alternative Pronunciations and Spellings from Pronunciation Dictionaries0
Evaluation of the Scusi? Spoken Language Interpretation System -- A Case Study0
Incremental Segmentation and Decoding Strategies for Simultaneous Translation0
Spoken Language Understanding for Natural Interaction0
Training and evaluation of an MDP model for social multi-user human-robot interaction0
Unsupervised structured semantic inference for spoken dialog reservation tasks0
Recipe For Building Robust Spoken Dialog State Trackers: Dialog State Tracking Challenge System Description0
Interpreting Situated Dialogue Utterances: an Update Model that Uses Speech, Gaze, and Gesture Information0
Multi-domain learning and generalization in dialog state tracking0
Exploiting multiple hypotheses for Multilingual Spoken Language Understanding0
Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task0
The Dialog State Tracking Challenge0
A Simple and Generic Belief Tracking Mechanism for the Dialog State Tracking Challenge: On the believability of observed information0
Engineering Statistical Dialog State Trackers: A Case Study on DSTC0
Structured Discriminative Model For Dialog State Tracking0
Discriminative state tracking for spoken dialog systems0
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition0
Distributional semantic models for the evaluation of disordered language0
The Utility of Manual and Automatic Linguistic Error Codes for Identifying Neurodevelopmental Disorders0
Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment0
Human Evaluation of Conceptual Route Graphs for Interpreting Spoken Route Descriptions0
A Joint Model for Discovery of Aspects in Utterances0
A Temporal Simulator for Developing Turn-Taking Methods for Spoken Dialogue Systems0
Exploiting Machine-Transcribed Dialog Corpus to Improve Multiple Dialog States Tracking Methods0
A Methodology for Obtaining Concept Graphs from Word Graphs0
Integrating Incremental Speech Recognition and POMDP-Based Dialogue Systems0
A Simulation-based Framework for Spoken Language Understanding and Action Selection in Situated Interaction0
Graph-based alignment of narratives for automated neurological assessment0
Mining Search Query Logs for Spoken Language Understanding0
HRItk: The Human-Robot Interaction ToolKit Rapid Development of Speech-Centric Interactive Systems in ROS0
Discourse-Based Modeling for AAC0
Robustesse et portabilit\'es multilingue et multi-domaines des syst\`emes de compr\'ehension de la parole : les corpus du projet PortMedia (Robustness and portability of spoken language understanding systems among languages and domains : the PORTMEDIA project) [in French]0
Robust kaomoji detection in Twitter0
Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations?0
Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora0
Syntactic annotation of spontaneous speech: application to call-center conversation data0
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System0
Joint Satisfaction of Syntactic and Pragmatic Constraints Improves Incremental Spoken Language Understanding0
Finite-State Chart Constraints for Reduced Complexity Context-Free Parsing Pipelines0
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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