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Spoken Language Understanding

Papers archive 2025-07-28

archive papers tagged: 550 · with a code link: 135 · where Syntology ran a sample: 12 (11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (12 of 550 tagged: 11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 6: papers 101 to 200 of 550, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• SLURP: A Spoken Language Understanding Resource Package
  26 Nov 2020 1 repository listed
• Adapting Pretrained Transformer to Lattices for Spoken Language Understanding
  2 Nov 2020 1 repository listed
• Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining
  26 Oct 2020 1 repository listed
• Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding
  25 Oct 2020 1 repository listed
• A Co-Interactive Transformer for Joint Slot Filling and Intent Detection
  8 Oct 2020 1 repository listed
• Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding
  8 Oct 2020 1 repository listed
• SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling
  6 Oct 2020 1 repository listed
• Textual Supervision for Visually Grounded Spoken Language Understanding
  6 Oct 2020 1 repository listed
• Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
  30 Sep 2020 1 repository listed
• Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding
  24 May 2020 1 repository listed
• Data Augmentation for Spoken Language Understanding via Pretrained Language Models
  29 Apr 2020 1 repository listed
• AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
  21 Apr 2020 1 repository listed
• Fast Intent Classification for Spoken Language Understanding
  3 Dec 2019 1 repository listed
• Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution
  21 Oct 2019 1 repository listed
• Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding
  24 Sep 2019 1 repository listed
• Data Augmentation with Atomic Templates for Spoken Language Understanding
  28 Aug 2019 1 repository listed
• Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
  20 Apr 2019 1 repository listed
• A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data
  9 Apr 2019 1 repository listed
• Spoken Language Intent Detection using Confusion2Vec
  7 Apr 2019 1 repository listed
• A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR)
  28 Mar 2019 1 repository listed
• Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding
  20 Mar 2019 1 repository listed
• Audio-Linguistic Embeddings for Spoken Sentences
  20 Feb 2019 1 repository listed
• A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling
  26 Dec 2018 1 repository listed
• Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task
  12 Dec 2018 1 repository listed
• Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
  13 Nov 2018 1 repository listed
• FlowQA: Grasping Flow in History for Conversational Machine Comprehension
  6 Oct 2018 1 repository listed
• Fully Statistical Neural Belief Tracking
  1 Jul 2018 1 repository listed
• Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention
  1 Jul 2018 1 repository listed
• Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs
  29 Jun 2018 1 repository listed
• ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents
  12 Jun 2018 1 repository listed
• How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
  1 Jun 2018 1 repository listed
• Towards end-to-end spoken language understanding
  23 Feb 2018 1 repository listed
• Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
  30 Sep 2017 1 repository listed
• Sequential Dialogue Context Modeling for Spoken Language Understanding
  8 May 2017 1 repository listed
• Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data
  30 Jan 2017 1 repository listed
• ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs
  26 May 2025 0 repositories listed
• Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models
  23 May 2025 0 repositories listed
• Spoken Language Understanding on Unseen Tasks With In-Context Learning
  12 May 2025 0 repositories listed
• Improving Transducer-Based Spoken Language Understanding with Self-Conditioned CTC and Knowledge Transfer
  3 Jan 2025 0 repositories listed
• An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving
  24 Dec 2024 0 repositories listed
• A Survey on Speech Large Language Models
  24 Oct 2024 0 repositories listed
• Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
  21 Oct 2024 0 repositories listed
• Speech Recognition Rescoring with Large Speech-Text Foundation Models
  25 Sep 2024 0 repositories listed
• Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks
  16 Sep 2024 0 repositories listed
• Clean Label Attacks against SLU Systems
  13 Sep 2024 0 repositories listed
• WHISMA: A Speech-LLM to Perform Zero-shot Spoken Language Understanding
  29 Aug 2024 0 repositories listed
• Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding
  21 Jun 2024 0 repositories listed
• Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model
  18 Jun 2024 0 repositories listed
• A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding
  17 Jun 2024 0 repositories listed
• CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding
  15 Jun 2024 0 repositories listed
• On the Evaluation of Speech Foundation Models for Spoken Language Understanding
  14 Jun 2024 0 repositories listed
• DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
  13 Jun 2024 0 repositories listed
• PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding
  12 Jun 2024 0 repositories listed
• Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning
  31 May 2024 0 repositories listed
• MSNER: A Multilingual Speech Dataset for Named Entity Recognition
  19 May 2024 0 repositories listed
• Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants
  14 May 2024 0 repositories listed
• HC²L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding
  10 May 2024 0 repositories listed
• Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism
  1 Apr 2024 0 repositories listed
• Privacy-Preserving End-to-End Spoken Language Understanding
  22 Mar 2024 0 repositories listed
• What has LeBenchmark Learnt about French Syntax?
  4 Mar 2024 0 repositories listed
• Evaluating and Improving Continual Learning in Spoken Language Understanding
  16 Feb 2024 0 repositories listed
• The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese
  12 Feb 2024 0 repositories listed
• Integrating Self-supervised Speech Model with Pseudo Word-level Targets from Visually-grounded Speech Model
  8 Feb 2024 0 repositories listed
• Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations
  2 Feb 2024 0 repositories listed
• Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
  5 Jan 2024 0 repositories listed
• Compositional Generalization in Spoken Language Understanding
  25 Dec 2023 0 repositories listed
• Generative Context-aware Fine-tuning of Self-supervised Speech Models
  15 Dec 2023 0 repositories listed
• Creating Spoken Dialog Systems in Ultra-Low Resourced Settings
  11 Dec 2023 0 repositories listed
• Co-guiding for Multi-intent Spoken Language Understanding
  22 Nov 2023 0 repositories listed
• ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
  19 Nov 2023 0 repositories listed
• Generalized zero-shot audio-to-intent classification
  4 Nov 2023 0 repositories listed
• Toward Joint Language Modeling for Speech Units and Text
  12 Oct 2023 0 repositories listed
• Few-Shot Spoken Language Understanding via Joint Speech-Text Models
  9 Oct 2023 0 repositories listed
• Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis
  9 Oct 2023 0 repositories listed
• Continual Contrastive Spoken Language Understanding
  4 Oct 2023 0 repositories listed
• I²KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding
  4 Oct 2023 0 repositories listed
• UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions
  4 Oct 2023 0 repositories listed
• Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
  27 Sep 2023 0 repositories listed
• Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation
  19 Sep 2023 0 repositories listed
• Augmenting text for spoken language understanding with Large Language Models
  17 Sep 2023 0 repositories listed
• Leveraging Large Language Models for Exploiting ASR Uncertainty
  9 Sep 2023 0 repositories listed
• Addressing the Blind Spots in Spoken Language Processing
  6 Sep 2023 0 repositories listed
• LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling
  5 Aug 2023 0 repositories listed
• Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding
  22 Jul 2023 0 repositories listed
• Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding
  20 Jul 2023 0 repositories listed
• Semantic enrichment towards efficient speech representations
  3 Jul 2023 0 repositories listed
• Multimodal Audio-textual Architecture for Robust Spoken Language Understanding
  12 Jun 2023 0 repositories listed
• Tensor decomposition for minimization of E2E SLU model toward on-device processing
  2 Jun 2023 0 repositories listed
• Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home
  1 Jun 2023 0 repositories listed
• Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target
  29 May 2023 0 repositories listed
• CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training
  27 May 2023 0 repositories listed
• Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding
  23 May 2023 0 repositories listed
• Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding
  22 May 2023 0 repositories listed
• Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization
  22 May 2023 0 repositories listed
• Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition
  8 May 2023 0 repositories listed
• End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders
  4 May 2023 0 repositories listed
• A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge
  2 May 2023 0 repositories listed
• The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge
  2 May 2023 0 repositories listed
• Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History
  1 May 2023 0 repositories listed
• Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language Understanding
  21 Apr 2023 0 repositories listed