| Robust Spoken Language Understanding via Paraphrasing | Sep 17, 2018 | Spoken Language Understanding | —Unverified | 0 |
| Robust Spoken Language Understanding with RL-based Value Error Recovery | Sep 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Scaling Multi-Domain Dialogue State Tracking via Query Reformulation | Mar 12, 2019 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Semantic Complexity in End-to-End Spoken Language Understanding | Aug 6, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semantic enrichment towards efficient speech representations | Jul 3, 2023 | Spoken Language Understanding | —Unverified | 0 |
| Semantic Kernels for Semantic Parsing | Oct 1, 2014 | Semantic ParsingSemantic Textual Similarity | —Unverified | 0 |
| Semantic parsing of speech using grammars learned with weak supervision | May 1, 2015 | Language ModellingSemantic Parsing | —Unverified | 0 |
| Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability | Jun 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding | May 23, 2023 | Continual LearningDecoder | —Unverified | 0 |
| Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding | Jun 24, 2016 | General Classificationslot-filling | —Unverified | 0 |
| Sequential End-to-End Intent and Slot Label Classification and Localization | Jun 8, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sequential Labeling for Tracking Dynamic Dialog States | Jun 1, 2014 | Slot FillingSpeech Recognition | —Unverified | 0 |
| Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children | Jun 1, 2015 | Semantic Textual SimilaritySpoken Language Understanding | —Unverified | 0 |
| Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems | Mar 19, 2019 | General ClassificationGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Simulating ASR errors for training SLU systems | May 1, 2018 | Automatic Speech Recognition (ASR)Data Augmentation | —Unverified | 0 |
| Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios | Nov 1, 2019 | Spoken Language Understanding | —Unverified | 0 |
| SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks | Dec 20, 2022 | Dialog Act ClassificationQuestion Answering | —Unverified | 0 |
| Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks | Feb 25, 2020 | Keyword SpottingSpoken Language Understanding | —Unverified | 0 |
| Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants | May 14, 2024 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language | Aug 19, 2018 | Cultural Vocal Bursts Intensity Predictiondomain classification | —Unverified | 0 |
| Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language | Aug 1, 2018 | Cultural Vocal Bursts Intensity Predictiondomain classification | —Unverified | 0 |
| Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech | May 10, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering | Oct 25, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Speech-language Pre-training for End-to-end Spoken Language Understanding | Feb 11, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks | Mar 1, 2023 | ClassificationLanguage Modeling | —Unverified | 0 |
| Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data | Jan 30, 2017 | Spoken Language Understanding | CodeCode Available | 0 |
| Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | Jun 29, 2022 | Intent ClassificationSlot Filling | CodeCode Available | 0 |
| Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords | Feb 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training | May 22, 2023 | Natural Language UnderstandingSpoken Language Understanding | CodeCode Available | 0 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers | Apr 4, 2021 | Spoken Language Understanding | CodeCode Available | 0 |
| HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding | Jan 5, 2023 | Data AugmentationIntent Detection | CodeCode Available | 0 |
| How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues | Jun 1, 2018 | Dialogue State TrackingImage Captioning | CodeCode Available | 0 |
| CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding | Sep 16, 2019 | Intent Detectionslot-filling | CodeCode Available | 0 |
| Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task | Dec 1, 2020 | Spoken Language UnderstandingWord Embeddings | CodeCode Available | 0 |
| Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding | Sep 24, 2019 | Spoken Language Understanding | CodeCode Available | 0 |
| New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark | Mar 28, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 |
| CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task | Sep 21, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors | Nov 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding | Sep 5, 2019 | Intent Detectionslot-filling | CodeCode Available | 0 |
| Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection | Dec 14, 2021 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding | Nov 15, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering | Dec 10, 2018 | Conversational Question AnsweringCoreference Resolution | CodeCode Available | 0 |
| Speech Understanding on Tiny Devices with A Learning Cache | Nov 30, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 0 |
| Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors | Oct 25, 2023 | en-US domain classificationen-US Intent Classification | CodeCode Available | 0 |
| Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding | Oct 9, 2023 | slot-fillingSlot Filling | CodeCode Available | 0 |
| A Unified Framework for Multi-intent Spoken Language Understanding with prompting | Oct 7, 2022 | Intent DetectionMulti-Task Learning | CodeCode Available | 0 |
| GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | May 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models | Jun 20, 2024 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 0 |
