SOTAVerified

Spoken Language Understanding

Papers

Showing 101150 of 550 papers

TitleStatusHype
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding0
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data0
Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding0
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding0
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Clean Label Attacks against SLU Systems0
A Result based Portable Framework for Spoken Language Understanding0
Co-guiding for Multi-intent Spoken Language Understanding0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping0
Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding0
Compact Lexicon Selection with Spectral Methods0
Comparative Error Analysis of Dialog State Tracking0
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?0
Compositional Generalization in Spoken Language Understanding0
Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication0
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding0
Contextual Domain Classification with Temporal Representations0
Continual Contrastive Spoken Language Understanding0
Continual Learning Long Short Term Memory0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task0
Automated morphological analysis of clinical language samples0
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU0
An Effective Non-Autoregressive Model for Spoken Language Understanding0
Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision0
A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System0
An Arabic Multi-Domain Spoken Language Understanding System0
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding0
An Approach to Improve Robustness of NLP Systems against ASR Errors0
Augmenting text for spoken language understanding with Large Language Models0
Active Learning in Noisy Conditions for Spoken Language Understanding0
An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction0
Adversarial Adaptation of Synthetic or Stale Data0
Domain Attention with an Ensemble of Experts0
Domainless Adaptation by Constrained Decoding on a Schema Lattice0
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling0
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings0
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding0
A Model of Zero-Shot Learning of Spoken Language Understanding0
Attention-based Semantic Priming for Slot-filling0
A Temporal Simulator for Developing Turn-Taking Methods for Spoken Dialogue Systems0
A Methodology for Obtaining Concept Graphs from Word Graphs0
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding0
A low latency ASR-free end to end spoken language understanding system0
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems0
Dialog Intent Induction via Density-based Deep Clustering Ensemble0
A Survey on Speech Large Language Models0
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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