SOTAVerified

Spoken Language Understanding

Papers

Showing 451500 of 550 papers

TitleStatusHype
An Arabic Multi-Domain Spoken Language Understanding System0
An Effective Non-Autoregressive Model for Spoken Language Understanding0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition0
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking0
A neural prosody encoder for end-ro-end dialogue act classification0
A New Concept of Deep Reinforcement Learning based Augmented General Tagging System0
An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving0
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System0
Applications of Lexicographic Semirings to Problems in Speech and Language Processing0
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding0
A Progressive Model to Enable Continual Learning for Semantic Slot Filling0
A Result based Portable Framework for Spoken Language Understanding0
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset0
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding0
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding0
A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications0
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding0
A Simple and Generic Belief Tracking Mechanism for the Dialog State Tracking Challenge: On the believability of observed information0
A Simulation-based Framework for Spoken Language Understanding and Action Selection in Situated Interaction0
A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones0
A Spoken Drug Prescription Dataset in French for Spoken Language Understanding0
ASR error management for improving spoken language understanding0
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks0
A Streaming End-to-End Framework For Spoken Language Understanding0
A Study into Pre-training Strategies for Spoken Language Understanding on Dysarthric Speech0
A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding0
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling0
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge0
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding0
A Survey on Speech Large Language Models0
A Temporal Simulator for Developing Turn-Taking Methods for Spoken Dialogue Systems0
Attention-based Semantic Priming for Slot-filling0
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding0
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings0
Augmenting text for spoken language understanding with Large Language Models0
A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System0
Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision0
Automated morphological analysis of clinical language samples0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Automatic Data Expansion for Customer-care Spoken Language Understanding0
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations0
Benchmarking Transformers-based models on French Spoken Language Understanding tasks0
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model0
Biber Redux: Reconsidering Dimensions of Variation in American English0
Bidirectional Representations for Low Resource Spoken Language Understanding0
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation0
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding0
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding0
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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