💬 NLP - dungngo · Scour

LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

🧠Neural Architecture Academic

Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune

🧠Neural Architecture Academic

SafeRun: Enabling Determinism in LLM Planning for Running

🔄MLOps Academic

Auditing Training Data in Domain-adapted LLMs: LoRA-MINT

🔄MLOps Academic

A retrieval conditioned rebinding circuit for dynamic entity tracking in large language models

📊Embeddings Academic

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

📊Embeddings Academic

Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

📊Embeddings Academic

Post-training is (Massive) Supervised Learning

🧠AI Academic

Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models

🧠Neural Architecture Academic

LLM-Based Code Documentation Generation and Multi-Judge Evaluation

⚙️LLVM Academic

Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs

📱Edge AI Academic

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison

📱Edge AI Academic

Steganography Without Modification: Hidden Communication via LLM Seeds

📊Embeddings Academic

arxiv.org··Hacker News

FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing

⚙️LLVM Academic

GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection

📱Edge AI Academic

Dynamic Linear Attention

🧠Neural Architecture Academic

AI-Driven Test Case Generation from Natural Language Requirements: A Survey of Techniques and Research Gaps

🔄MLOps Academic

How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions

🔄MLOps Academic

BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation

🧠Neural Architecture Academic

PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training

⚙️LLVM Academic

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