🤖 LLM - nickyfoto · Scour

Position: How can Graphs Help Large Language Models? 🧠LLMs

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

Attention Sinks in Massively Multilingual Neural Machine Translation:Discovery, Analysis, and Mitigation 🧠LLMs

FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients 🧠LLMs

Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models 🧠LLMs

Enhanced LLM Reasoning by Optimizing Reward Functions with Search-Driven Reinforcement Learning 🧠LLMs

Adaptive and Fine-grained Module-wise Expert Pruning for Efficient LoRA-MoE Fine-Tuning 🔲ML Hardware

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length 🧠LLMs

Cross-Lingual Response Consistency in Large Language Models: An ILR-Informed Evaluation of Claude Across Six Languages 🧠LLMs

LLM Output Detectability and Task Performance Can be Jointly Optimized 🧠LLMs

SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures 🧠LLMs

Exploring the Limits of Pruning: Task-Specific Neurons, Model Collapse, and Recovery in Task-Specific Large Language Models 🧠LLMs

Molecular Representations for Large Language Models 🧠LLMs

Where Do Prompt Perturbations Break Generation? A Segment-Level View of Robustness in LoRA-Tuned Language Models 🧠LLMs

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models 🧠LLMs

AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs 🧠LLMs

LLMs as ASP Programmers: Self-Correction Enables Task-Agnostic Nonmonotonic Reasoning 🧠LLMs

MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation 🧠LLMs

Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure 🧠LLMs

Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation 🧠LLMs

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