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Foundation Models

4,860 papers

Papers per year

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2
123
1821
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Papers

A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024
Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024
Automated Essay Scoring: Recent Successes and Future Directions IJCAI 2024
Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024
Large Language Models for Time Series: A Survey IJCAI 2024
NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024
The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence IJCAI 2024
GigaPevt: Multimodal Medical Assistant IJCAI 2024
Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024
An LLM-enhanced Agent-based Simulation Tool for Information Propagation IJCAI 2024
ProMoAI: Process Modeling with Generative AI IJCAI 2024
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024
Towards a Resilient Intelligent Automation System IJCAI 2024
ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024
Whister: Using Whisper’s representations for Stuttering detection INTERSPEECH 2024
Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance INTERSPEECH 2024
ParaCLAP – Towards a general language-audio model for computational paralinguistic tasks INTERSPEECH 2024
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models INTERSPEECH 2024
Multimodal Fusion for Vocal Biomarkers Using Vector Cross-Attention INTERSPEECH 2024
Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder INTERSPEECH 2024
Real-time Speech Summarization for Medical Conversations INTERSPEECH 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment INTERSPEECH 2024
AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model INTERSPEECH 2024
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets INTERSPEECH 2024
Beyond graphemes and phonemes: continuous phonological features in neural text-to-speech synthesis INTERSPEECH 2024