🧠 LLMs - nickyfoto · Scour

Shared Lexical Task Representations Explain Behavioral Variability In LLMs 🤖LLM

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge 🤖LLM

LayerBoost: Layer-Aware Attention Reduction for Efficient LLMs 🤖LLM

An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress 🤖LLM

Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study 📐Language Design

Evaluating Temporal Consistency in Multi-Turn Language Models 🤖LLM

Large Language Models Explore by Latent Distilling 🤖LLM

Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis 🤖LLM

Uncertainty Propagation in LLM-Based Systems 🤖LLM

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners 🤖LLM

STELLAR-E: a Synthetic, Tailored, End-to-end LLM Application Rigorous Evaluator 🤖LLM

ContextWeaver: Selective and Dependency-Structured Memory Construction for LLM Agents 🤖LLM

Judging the Judges: A Systematic Evaluation of Bias Mitigation Strategies in LLM-as-a-Judge Pipelines 🤖LLM

When Prompt Under-Specification Improves Code Correctness: An Exploratory Study of Prompt Wording and Structure Effects on LLM-Based Code Generation ✍️Prompt Engineering

Network Edge Inference for Large Language Models: Principles, Techniques, and Opportunities 🤖LLM

Your Students Don't Use LLMs Like You Wish They Did 🤖LLM

Large Language Models Decide Early and Explain Later 🤖LLM

When to Commit? Towards Variable-Size Self-Contained Blocks for Discrete Diffusion Language Models 🤖LLM

Verbal Confidence Saturation in 3-9B Open-Weight Instruction-Tuned LLMs: A Pre-Registered Psychometric Validity Screen 🤖LLM

DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference 🤖LLM

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