💬 LLMs - mando · Scour

Interactive Critique-Revision Training for Reliable Structured LLM Generation 🤖LLM

Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs 🤖LLM

Leveraging RAG for Training-Free Alignment of LLMs 🤖LLM

Learning, Fast and Slow: Towards LLMs That Adapt Continually 🤖LLM

arxiv.org·4d·r/MachineLearning

Natural Language based Specification and Verification 🤖LLM

GRAFT: Graph-Tokenized LLMs for Tool Planning 🤖LLM

LLARS: Enabling Domain Expert & Developer Collaboration for LLM Prompting, Generation and Evaluation 🤖LLM

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation 🤖LLM

Exploration-Driven Optimization for Test-Time Large Language Model Reasoning 🤖LLM

Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism 🤖LLM

SAGE: Scalable Automated Robustness Augmentation for LLM Knowledge Evaluation 🤖LLM

SLASH the Sink: Sharpening Structural Attention Inside LLMs 🤖LLM

From 0-Order Selection to 2-Order Judgment: Combinatorial Hardening Exposes Compositional Failures in Frontier LLMs 🤖LLM

Multi-Dimensional Evaluation of LLMs for Grammatical Error Correction 🤖LLM

Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models 🤖LLM

Sampling More, Getting Less: Calibration is the Diversity Bottleneck in LLMs 🤖LLM

On the Limitations of Large Language Models for Conceptual Database Modeling 🤖LLM

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs 🤖LLM

RuPLaR : Efficient Latent Compression of LLM Reasoning Chains with Rule-Based Priors From Multi-Step to One-Step 🤖LLM

Children's English Reading Story Generation via Supervised Fine-Tuning of Compact LLMs with Controllable Difficulty and Safety 🤖LLM

Log in to enable infinite scrolling