Latest AI/ML News
20838 articles · 🧠 Research
arXiv:2605.20149v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are widely used for open-ended tasks, but underspecified prompt…
arXiv:2605.18697v2 Announce Type: replace-cross Abstract: Agentic workflows, which compose calls to ML models using a general-purpose programming lang…
arXiv:2605.18648v2 Announce Type: replace-cross Abstract: Central to human-aligned AI is understanding the benefits of human-elicited labels over synt…
arXiv:2605.16668v2 Announce Type: replace-cross Abstract: We introduce GraViti, a transformer-based graph-level variational autoencoder that encodes e…
arXiv:2605.15168v2 Announce Type: replace-cross Abstract: Clinical language models increasingly operate over electronic health records (EHRs), yet pat…
arXiv:2605.14331v2 Announce Type: replace-cross Abstract: Modern edge devices increasingly rely on neural networks for intelligent applications. Howev…
arXiv:2605.12925v4 Announce Type: replace-cross Abstract: Evaluation of software engineering (SWE) agents is dominated by a binary signal: whether the…
arXiv:2605.12729v4 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly being used in network operations (NetOps) and…
arXiv:2605.12160v2 Announce Type: replace-cross Abstract: Vision-Language-Action (VLA) policies are typically evaluated under the assumption that the…
arXiv:2605.10659v2 Announce Type: replace-cross Abstract: Digital personas powered by Large Language Models (LLMs) are increasingly proposed as substi…
arXiv:2605.10065v2 Announce Type: replace-cross Abstract: Controlling Large Language Models (LLMs) to prevent the generation of undesirable content, s…
arXiv:2605.09742v2 Announce Type: replace-cross Abstract: Selective state space models (SSMs), such as Mamba, achieve strong per-token expressivity by…
arXiv:2605.07280v2 Announce Type: replace-cross Abstract: One approach to discovering causal relationships in multivariate time series is to ask wheth…
arXiv:2605.06979v2 Announce Type: replace-cross Abstract: Causal abstraction offers a principled framework for mechanistic interpretability, aligning…
arXiv:2605.06350v2 Announce Type: replace-cross Abstract: LLM cascades, in which a cheap model defers to an expensive one on low-confidence queries, a…
arXiv:2605.05703v3 Announce Type: replace-cross Abstract: Optimizing the communication structure of large language model based multi-agent systems (LL…
arXiv:2605.02035v4 Announce Type: replace-cross Abstract: Ambiguity resolution is a key challenge in multimodal machine translation (MMT), where model…
arXiv:2604.25840v2 Announce Type: replace-cross Abstract: Patient simulators are gaining traction in mental health training by providing scalable expo…
arXiv:2604.13385v3 Announce Type: replace-cross Abstract: Open-pit mine scheduling is a complex real-world optimization problem that involves uncertai…
arXiv:2604.07387v3 Announce Type: replace-cross Abstract: We present a design automation framework for analog circuit sizing that produces calibrated,…