Research Papers
Research Papers
Browse our collection of research papers, publications, and academic works from the Defrecord lab and collaborators.
Efficient LLM Inference Optimization Techniques
A comprehensive overview of techniques for optimizing inference speed and resource utilization in large language models.
Read Paper →CRDTs for Collaborative Knowledge Systems
Novel applications of Conflict-free Replicated Data Types in building collaborative knowledge management systems.
Read Paper →Context-Aware Retrieval Augmented Generation
Methods for improving retrieval augmentation in language models by incorporating contextual awareness.
Read Paper →Multimodal Context Integration in Conversational AI
Framework for integrating multiple modalities (text, audio, images) as context for more natural conversational AI.
Read Paper →Audio Data Augmentation for Speech Recognition
Novel techniques for augmenting audio data to improve speech recognition model performance and robustness.
Read Paper →Knowledge Graph Embedding for Commonsense Reasoning
Methods for embedding knowledge graphs to enable more effective commonsense reasoning in AI systems.
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