⚡ AI-Lesson Articles

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arXiv:2603.19302v1 Announce Type: cross Abstract: Machine unlearning is increasingly important for clinical language models, where privacy regulations and insti

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Agreement Between Large Language Models, Human Reviewers, and Authors in Evaluating STROBE Checklists for Observational Studies in Rheumatology

arXiv:2603.19303v1 Announce Type: cross Abstract: Introduction: Evaluating compliance with the Strengthening the Reporting of Observational Studies in Epidemiol

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

PhyGile: Physics-Prefix Guided Motion Generation for Agile General Humanoid Motion Tracking

arXiv:2603.19305v1 Announce Type: cross Abstract: Humanoid robots are expected to execute agile and expressive whole-body motions in real-world settings. Existi

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

VERDICT: Verifiable Evolving Reasoning with Directive-Informed Collegial Teams for Legal Judgment Prediction

arXiv:2603.19306v1 Announce Type: cross Abstract: Legal Judgment Prediction (LJP) predicts applicable law articles, charges, and penalty terms from case facts.

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning

arXiv:2603.19307v1 Announce Type: cross Abstract: Modeling the complex interactions among functional subnetworks is crucial for the diagnosis of mental disorder

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space

arXiv:2603.19308v1 Announce Type: cross Abstract: In autonomous driving, multi-agent collaborative perception enhances sensing capabilities by enabling agents t

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels

arXiv:2603.19310v1 Announce Type: cross Abstract: Training large language models (LLMs) for complex reasoning via reinforcement learning requires reward labels

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

arXiv:2603.19312v1 Announce Type: cross Abstract: Joint Embedding Predictive Architectures (JEPAs) offer a compelling framework for learning world models in com

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs

arXiv:2603.19313v1 Announce Type: cross Abstract: A core challenge for faithful LLM role-playing is sustaining consistent characterization throughout long, open

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Ternary Gamma Semirings: From Neural Implementation to Categorical Foundations

arXiv:2603.19317v1 Announce Type: cross Abstract: This paper establishes a theoretical framework connecting neural network learning with abstract algebraic stru

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Prompt-tuning with Attribute Guidance for Low-resource Entity Matching

arXiv:2603.19321v1 Announce Type: cross Abstract: Entity Matching (EM) is an important task that determines the logical relationship between two entities, such

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

A General Deep Learning Framework for Wireless Resource Allocation under Discrete Constraints

arXiv:2603.19322v1 Announce Type: cross Abstract: While deep learning (DL)-based methods have achieved remarkable success in continuous wireless resource alloca

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

Target Concept Tuning Improves Extreme Weather Forecasting

arXiv:2603.19325v1 Announce Type: cross Abstract: Deep learning models for meteorological forecasting often fail in rare but high-impact events such as typhoons

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Goedel-Code-Prover: Hierarchical Proof Search for Open State-of-the-Art Code Verification

arXiv:2603.19329v1 Announce Type: cross Abstract: Large language models (LLMs) can generate plausible code but offer limited guarantees of correctness. Formally

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

PAI: Fast, Accurate, and Full Benchmark Performance Projection with AI

arXiv:2603.19330v1 Announce Type: cross Abstract: The exponential increase in complex IPs within modern SoCs, driven by Moore's Law, has created a pressing need

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization

arXiv:2603.19333v1 Announce Type: cross Abstract: Applying large language models (LLMs) to RTL code optimization for improved power, performance, and area (PPA)

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Do Post-Training Algorithms Actually Differ? A Controlled Study Across Model Scales Uncovers Scale-Dependent Ranking Inversions

arXiv:2603.19335v1 Announce Type: cross Abstract: Post-training alignment has produced dozens of competing algorithms -- DPO, SimPO, KTO, GRPO, and others -- ye

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Diffusion-Guided Semantic Consistency for Multimodal Heterogeneity

arXiv:2603.19337v1 Announce Type: cross Abstract: Federated learning (FL) is severely challenged by non-independent and identically distributed (non-IID) client

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Spectral Tempering for Embedding Compression in Dense Passage Retrieval

arXiv:2603.19339v1 Announce Type: cross Abstract: Dimensionality reduction is critical for deploying dense retrieval systems at scale, yet mainstream post-hoc m

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Beyond Weighted Summation: Learnable Nonlinear Aggregation Functions for Robust Artificial Neurons

arXiv:2603.19344v1 Announce Type: cross Abstract: Weighted summation has remained the default input aggregation mechanism in artificial neurons since the earlie

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

A Novel Solution for Zero-Day Attack Detection in IDS using Self-Attention and Jensen-Shannon Divergence in WGAN-GP

arXiv:2603.19350v1 Announce Type: cross Abstract: The increasing sophistication of cyber threats, especially zero-day attacks, poses a significant challenge to

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

arXiv:2603.19415v1 Announce Type: cross Abstract: Prompt routing dynamically selects the most appropriate large language model from a pool of candidates for eac

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Investigating In-Context Privacy Learning by Integrating User-Facing Privacy Tools into Conversational Agents

arXiv:2603.19416v1 Announce Type: cross Abstract: Supporting users in protecting sensitive information when using conversational agents (CAs) is crucial, as use

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

The Autonomy Tax: Defense Training Breaks LLM Agents

arXiv:2603.19423v1 Announce Type: cross Abstract: Large language model (LLM) agents increasingly rely on external tools (file operations, API calls, database tr