All Articles
16246 articles total
PLATO: Pointer Learner for Agent and Task Openness
Presents PLATO, a pointer-network-based actor and GNN critic designed to handle open agent and task spaces in multi-agent reinforcement learning.
Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering
Introduces Matryoshka Agent, a hierarchical framework that decomposes complex machine learning engineering tasks into an orchestrator and sub-agents.
Towards Robust Reinforcement Learning for Small-Scale Language Model Agents
Identifies failure modes in RL alignment for small language models and proposes a robust system involving adapter reinitialization and precision adjustments.
ScalableRAG: High-Quality RAG at Zero Ingestion Cost
Introduces ScalableRAG, a method for high-quality retrieval-augmented generation that requires zero ingestion cost by using on-the-fly aggregative reasoning.
Less Data, Better Alignment: Data-Centric Multi-Evaluator Agreement for Preference Optimization
Presents DMAPO, a data-centric approach to preference optimization that uses multi-evaluator agreement to select a small, high-confidence dataset.
RRS-10K: A Multitask Vision-Language Model Benchmark for Rare Remote Sensing Image Interpretation
Introduces RRS-10K, a new benchmark for vision-language models (VLMs) specifically focused on rare remote sensing images, especially military-related scenes.
Aletheia: An Offline-First Clinical Decision Support System for Differential Diagnosis in Low-Resource Healthcare Settings
Presents Aletheia, an offline-first clinical decision support system for low-resource healthcare settings, based on a fine-tuned Qwen2.5-3B-Instruct model using QLoRA.
AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning
Introduces AdaKP, an online selector that adaptively chooses knowledge-point subsets during reinforcement learning to improve reasoning in LLMs for competition-level mathematics.
MusiChat: Vibe Composing for Music Creation
MusiChat is a conversational music creation system that allows iterative refinement of compositions through a hierarchical controllable music generation framework.
Understanding Semantic IDs: From Item Representation to Item Selection in Generative Recommendation
Analyzes Semantic IDs (SIDs) in generative recommendation and proposes Item-Supported Decoding (ISD) to improve recommendation accuracy without retraining.
Localized Anomaly Detection via Differentiable D-vine Copulas
Proposes a novel estimation framework for D-vine copulas using gradient-based MLE and beam search for more effective and interpretable localized anomaly detection.
Chart-Supported or Model-Supplied? Examining MLLM-Generated Claims for Accessible Visualization
Explores the evidential basis of claims made by multimodal LLMs regarding chart visualizations and suggests the need for systems that distinguish evidence-based claims from interpretations.
SAFAARI: Schema-Aware Framework for Accelerated Advertiser Response Intelligence
Introduces SAFAARI, a multi-agent framework for NL-to-SQL tasks that improves schema linking in enterprise data environments, along with the SEAL evaluation metric.
CogEEGAgent: Toward Autonomous Cognitive EEG Analysis with Grounded Execution and Selection-Aware Verification
Presents CogEEGAgent, an autonomous agent for EEG analysis grounded in MNE-Python, combining LLM intent interpretation with deterministic scientific validation.
Psychological Influences of Conversational AI: Research and Design Directions for Reducing Harm and Promoting Well-Being
Discusses the psychological impacts of conversational AI and proposes design directions to reduce harm and promote user well-being.
More Tailscale tricks for your jailbroken Kindle
A discussion on advanced Tailscale configuration tricks for users with jailbroken Amazon Kindle devices.
Cracking Windows Open: Porting RADV to Win32
An effort to port the RADV (Radeon Vulkan Driver) to Win32, aimed at opening up Windows graphics capabilities.
User Interfaces of the Demo Scene
An exploration of the unique and highly optimized user interfaces used within the demo scene community.
Log is non-monotonic in PHP and Lua
A technical observation regarding the non-monotonic behavior of the log function in PHP and Lua.
On the Use of LLMs for Specialised Terminology: A Good Alternative to Corpora?
A study evaluating LLMs as alternatives to traditional corpora for specialized terminology translation between English and French.