An Adapter-Based Unified Model for Multiple Spoken Language Processing Tasks
Fuente:
arXiv
Guardado en:
| Autores principales: | Suresh, Varsha, Aït-Mokhtar, Salah, Brun, Caroline, Calapodescu, Ioan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
StarDrinks: An English and Korean Test Set for SLU Evaluation in a Drink Ordering Scenario
por: Boito, Marcely Zanon, et al.
Publicado: (2026)
por: Boito, Marcely Zanon, et al.
Publicado: (2026)
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark
por: Alavoine, Nadège, et al.
Publicado: (2024)
por: Alavoine, Nadège, et al.
Publicado: (2024)
Multiple Choice Learning of Low-Rank Adapters for Language Modeling
por: Letzelter, Victor, et al.
Publicado: (2025)
por: Letzelter, Victor, et al.
Publicado: (2025)
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
por: Si, Shuzheng, et al.
Publicado: (2023)
por: Si, Shuzheng, et al.
Publicado: (2023)
UniSLU: Unified Spoken Language Understanding from Heterogeneous Cross-Task Datasets
por: Sheng, Zhichao, et al.
Publicado: (2025)
por: Sheng, Zhichao, et al.
Publicado: (2025)
On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation
por: Hsu, Chan-Jan, et al.
Publicado: (2026)
por: Hsu, Chan-Jan, et al.
Publicado: (2026)
Chronological Thinking in Full-Duplex Spoken Dialogue Language Models
por: Wu, Donghang, et al.
Publicado: (2025)
por: Wu, Donghang, et al.
Publicado: (2025)
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent
por: Yin, Shangjian, et al.
Publicado: (2024)
por: Yin, Shangjian, et al.
Publicado: (2024)
State Space Models for Extractive Summarization in Low Resource Scenarios
por: Khayi, Nisrine Ait
Publicado: (2025)
por: Khayi, Nisrine Ait
Publicado: (2025)
Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models
por: Xu, Wenze, et al.
Publicado: (2025)
por: Xu, Wenze, et al.
Publicado: (2025)
Enhancing Spoken Discourse Modeling in Language Models Using Gestural Cues
por: Suresh, Varsha, et al.
Publicado: (2025)
por: Suresh, Varsha, et al.
Publicado: (2025)
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting
por: Jiang, Jiyue, et al.
Publicado: (2025)
por: Jiang, Jiyue, et al.
Publicado: (2025)
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding
por: Kim, Suyoung, et al.
Publicado: (2024)
por: Kim, Suyoung, et al.
Publicado: (2024)
VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing
por: Xu, Jiacheng, et al.
Publicado: (2026)
por: Xu, Jiacheng, et al.
Publicado: (2026)
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks
por: Inoue, Nakamasa, et al.
Publicado: (2024)
por: Inoue, Nakamasa, et al.
Publicado: (2024)
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey
por: Fichtl, Alexander, et al.
Publicado: (2024)
por: Fichtl, Alexander, et al.
Publicado: (2024)
Aligning Pre-trained Models for Spoken Language Translation
por: Sedláček, Šimon, et al.
Publicado: (2024)
por: Sedláček, Šimon, et al.
Publicado: (2024)
Scaling Properties of Continuous Diffusion Spoken Language Models
por: Ramapuram, Jason, et al.
Publicado: (2026)
por: Ramapuram, Jason, et al.
Publicado: (2026)
When Quantization Affects Confidence of Large Language Models?
por: Proskurina, Irina, et al.
Publicado: (2024)
por: Proskurina, Irina, et al.
Publicado: (2024)
From Phonemes to Meaning: Evaluating Large Language Models on Tamil
por: Varsha, Jeyarajalingam, et al.
Publicado: (2025)
por: Varsha, Jeyarajalingam, et al.
Publicado: (2025)
Multi-Intent Spoken Language Understanding: Methods, Trends, and Challenges
por: Wu, Di, et al.
Publicado: (2025)
por: Wu, Di, et al.
Publicado: (2025)
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination
por: Jia, Ao, et al.
Publicado: (2025)
por: Jia, Ao, et al.
Publicado: (2025)
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models
por: Son, Hyegang, et al.
Publicado: (2024)
por: Son, Hyegang, et al.
Publicado: (2024)
Towards a Benchmark for Large Language Models for Business Process Management Tasks
por: Busch, Kiran, et al.
Publicado: (2024)
por: Busch, Kiran, et al.
Publicado: (2024)
Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding
por: Schmidt, Fabian David, et al.
Publicado: (2025)
por: Schmidt, Fabian David, et al.
Publicado: (2025)
Session-Level Spoken Language Assessment with a Multimodal Foundation Model via Multi-Target Learning
por: Lin, Hong-Yun, et al.
Publicado: (2025)
por: Lin, Hong-Yun, et al.
Publicado: (2025)
Explainability in Neural Networks for Natural Language Processing Tasks
por: Mersha, Melkamu, et al.
Publicado: (2024)
por: Mersha, Melkamu, et al.
Publicado: (2024)
SpeechLLM: Unified Speech and Language Model for Enhanced Multi-Task Understanding in Low Resource Settings
por: Yoo, Jaekwon, et al.
Publicado: (2025)
por: Yoo, Jaekwon, et al.
Publicado: (2025)
GSQA: An End-to-End Model for Generative Spoken Question Answering
por: Shih, Min-Han, et al.
Publicado: (2023)
por: Shih, Min-Han, et al.
Publicado: (2023)
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks
por: Jahan, Israt, et al.
Publicado: (2023)
por: Jahan, Israt, et al.
Publicado: (2023)
Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks
por: Akani, Eunice, et al.
Publicado: (2024)
por: Akani, Eunice, et al.
Publicado: (2024)
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models
por: Siddiqui, Saad Mashkoor, et al.
Publicado: (2025)
por: Siddiqui, Saad Mashkoor, et al.
Publicado: (2025)
Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models
por: Gomaa, Eyad, et al.
Publicado: (2024)
por: Gomaa, Eyad, et al.
Publicado: (2024)
Temperature-Dependent Performance of Prompting Strategies in Extended Reasoning Large Language Models
por: Salah, Mousa, et al.
Publicado: (2026)
por: Salah, Mousa, et al.
Publicado: (2026)
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning
por: Shi, Wenqi, et al.
Publicado: (2024)
por: Shi, Wenqi, et al.
Publicado: (2024)
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
por: Cao, Jie, et al.
Publicado: (2025)
por: Cao, Jie, et al.
Publicado: (2025)
Learning to Prioritize IT Tickets: A Comparative Evaluation of Embedding-based Approaches and Fine-Tuned Transformer Models
por: LÊ, Minh Tri, et al.
Publicado: (2025)
por: LÊ, Minh Tri, et al.
Publicado: (2025)
Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing
por: Neill, James O', et al.
Publicado: (2025)
por: Neill, James O', et al.
Publicado: (2025)
Spoken Grammar Assessment Using LLM
por: Kopparapu, Sunil Kumar, et al.
Publicado: (2024)
por: Kopparapu, Sunil Kumar, et al.
Publicado: (2024)
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production
por: Ma, Jian, et al.
Publicado: (2024)
por: Ma, Jian, et al.
Publicado: (2024)
Ejemplares similares
-
StarDrinks: An English and Korean Test Set for SLU Evaluation in a Drink Ordering Scenario
por: Boito, Marcely Zanon, et al.
Publicado: (2026) -
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark
por: Alavoine, Nadège, et al.
Publicado: (2024) -
Multiple Choice Learning of Low-Rank Adapters for Language Modeling
por: Letzelter, Victor, et al.
Publicado: (2025) -
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
por: Si, Shuzheng, et al.
Publicado: (2023) -
UniSLU: Unified Spoken Language Understanding from Heterogeneous Cross-Task Datasets
por: Sheng, Zhichao, et al.
Publicado: (2025)