🧠 LLMs - nickyfoto · Scour

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation 🤖LLM

A Survey on LLM-based Conversational User Simulation 🤖LLM

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

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora 🤖LLM

FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients 🤖LLM

Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models 🤖LLM

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

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

Select to Think: Unlocking SLM Potential with Local Sufficiency 🔲ML Hardware

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

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens 🤖LLM

A Systematic Approach for Large Language Models Debugging 🤖LLM

What Kind of Language is Easy to Language-Model Under Curriculum Learning? 🤖LLM

LLM Psychosis: A Theoretical and Diagnostic Framework for Reality-Boundary Failures in Large Language Models 🤖LLM

BLAST: Benchmarking LLMs with ASP-based Structured Testing 🤖LLM

MoRFI: Monotonic Sparse Autoencoder Feature Identification 🤖LLM

Extracting books from production language models 🤖LLM

From Syntax to Emotion: A Mechanistic Analysis of Emotion Inference in LLMs 🤖LLM

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt 🤖LLM

From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors 🤖LLM

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