🧠 LLMs - jinkai_lau · Scour

ContextWeaver: Selective and Dependency-Structured Memory Construction for LLM Agents 🧠Language Models

Job Skill Extraction via LLM-Centric Multi-Module Framework 🤖AI Engineering

Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study 🔧Compilers

The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive ✅Formal Verification

Reasoning Primitives in Hybrid and Non-Hybrid LLMs ⚙️MLOps

The Structured Output Benchmark: A Multi-Source Benchmark for Evaluating Structured Output Quality in Large Language Models 🧠Language Models

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

Shared Lexical Task Representations Explain Behavioral Variability In LLMs 🧠Language Models

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

Extracting books from production language models 📚RAG

Evaluating Temporal Consistency in Multi-Turn Language Models 🧠Language Models

Layerwise Convergence Fingerprints for Runtime Misbehavior Detection in Large Language Models ⚙️MLOps

Evaluation of Automatic Speech Recognition Using Generative Large Language Models 🧠Language Models

Evolve: A Persistent Knowledge Lifecycle for Small Language Models ⚙️MLOps

From Syntax to Emotion: A Mechanistic Analysis of Emotion Inference in LLMs 🧠Language Models

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

Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis ✅Formal Verification

StructMem: Structured Memory for Long-Horizon Behavior in LLMs ⚙️MLOps

Rethinking Layer Redundancy in Large Language Models: Calibration Objectives and Search for Depth Pruning 🧠Language Models

ITAS: A Multi-Agent Architecture for LLM-Based Intelligent Tutoring 🤖AI Engineering

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