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Papers
Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding
AAAI 2026
``Alexa, can you forget me?'' Machine Unlearning Benchmark in Spoken Language Understanding
Interspeech 2025
Distilling an End-to-End Voice Assistant Without Instruction Training Data
ACL 2025
DRI-GAN: A Novel Dual Real Input GAN with Triplet Loss for Cross-Lingual and Noisy SLU
Interspeech 2025
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent
ACL 2025
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models
Interspeech 2025
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling
ACL 2025
Investigating the Reasoning Abilities of Large Language Models for Understanding Spoken Language in Interpersonal Interactions
Interspeech 2025
“KAN you hear me?” Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
Interspeech 2025
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning
Interspeech 2025
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks
ACL 2025
Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks
Interspeech 2025
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding
EMNLP 2025
PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning
Interspeech 2025
QUADS: Quantized Distillation Framework for Efficient Speech Language Understanding
Interspeech 2025
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector
AAAI 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs
EMNLP 2025
SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling
EMNLP 2025
Spoken Language Understanding on Unseen Tasks With In-Context Learning
Interspeech 2025
Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models
ACL 2025
Towards Domain-Specific Spoken Language Understanding for a Catalan Voice-Controlled Video Game
Interspeech 2025
A Contrastive Learning Approach to Mitigate Bias in Speech Models
Interspeech 2024
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding
Interspeech 2024
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
AAAI 2024
An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations
Interspeech 2024