🧠 LLMs - cwensel · Scour

Fisher-Guided Progressive Parameter Selection for Adaptive Fine-Tuning

⚙️MLOps Academic

Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning

⚙️MLOps Academic

LLM-Based Code Documentation Generation and Multi-Judge Evaluation

✍️Prompt Engineering Academic

TA-RAG: Tone-Aware Retrieval-Augmented Generation for Peer-Support Health Communication

📚RAG Academic

Automated Scoring of Arabic Text Using Large Language Models: A Literature Review

✍️Prompt Engineering Academic

Detection and Interpretability Analysis of Quotation Errors by Large Language Models

📚RAG Academic

Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs

⚙️MLOps Academic

Distilling Safe LLM Systems via Soft Prompts for On Device Settings

⚙️MLOps Academic

PsychoSafe: Eliciting Psychologically-Informed Refusals in Large Language Models

✍️Prompt Engineering Academic

MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry

📚RAG Academic

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating

✍️Prompt Engineering Academic

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

📚RAG Academic

When LLMs Invent Rust Crates: An Empirical Study of Hallucination Patterns and Mitigation

✍️Prompt Engineering Academic

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

✍️Prompt Engineering Academic

Multilingual Fine-Tuning via Localized Gradient Conflict Resolution

⚙️MLOps Academic

TLRD: Teaching LLMs to Reason over Tabular Data with Tri-Level Rationale Distillation

🔗LLM Workflows Academic

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices

🔢Vector Databases Academic

LLMs + Persona-Plug = Personalized LLMs

🔗LLM Workflows Academic

Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur?

⚙️MLOps Academic

RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning

⚙️MLOps Academic

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