Latest AI/ML News
26317 articles
arXiv:2610.08501v1 Announce Type: new Abstract: Depression has no diagnostic blood test. Language models promise tireless, consistent assessment, but…
arXiv:2610.08448v1 Announce Type: new Abstract: On-Policy Distillation (OPD) trains a student on its own generations using teacher feedback. With diff…
arXiv:2610.08388v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated strong capabilities in question answering, yet they sti…
arXiv:2610.08303v1 Announce Type: new Abstract: Current evaluation of multilingual Large Language Models (LLMs) rests on an implicit Translation-Isomo…
arXiv:2610.08300v1 Announce Type: new Abstract: Long-term conversational memory is becoming an integral component of modern LLM systems. Proposed arch…
arXiv:2610.08208v1 Announce Type: new Abstract: We introduce STRUCTURALCOST, a self-paced reading dataset of 475 participants and 40,800 observations…
arXiv:2610.08153v1 Announce Type: new Abstract: Multiple-choice question answering (MCQA) is commonly used to evaluate large language models under the…
arXiv:2610.08093v1 Announce Type: new Abstract: Developing reliable models for clinical tasks, such as Medical Question Answering (QA), is severely co…
arXiv:2610.08085v1 Announce Type: new Abstract: Speech-LLMs often exhibit prompt overfitting, where models solely trained on automatic speech recognit…
arXiv:2610.08037v1 Announce Type: new Abstract: Language models frequently generate outputs in unintended languages or scripts, a phenomenon known as…
arXiv:2610.08026v1 Announce Type: new Abstract: In recent years, several methods for detecting when large language models (LLMs) hallucinate have been…
arXiv:2610.08018v1 Announce Type: new Abstract: Reliable tool use requires more than triggering a mechanism or matching a query to an API description.…
arXiv:2610.07940v1 Announce Type: new Abstract: Looped language models apply the same stack of layers T times to each token, which deepens the model w…
arXiv:2610.07937v1 Announce Type: new Abstract: Redpine Science gives models and agents a single access point to a wide range of peer-reviewed literat…
arXiv:2610.07936v1 Announce Type: new Abstract: Systematicity, the probabilistic mapping of form to meaning, permeates language at all levels, and sub…
arXiv:2610.07902v1 Announce Type: new Abstract: Cantonese lyric writing requires close alignment between lexical tones and melodic pitch. Existing mel…
arXiv:2610.07887v1 Announce Type: new Abstract: Unified multimodal models (UMMs) integrate understanding and generation, yet their generative behavior…
arXiv:2610.07848v1 Announce Type: new Abstract: Parameter-efficient fine-tuning (PEFT) has become a standard approach for adapting large language mode…
arXiv:2610.07847v1 Announce Type: new Abstract: As LLMs increasingly assist in moral reasoning, omission bias, the tendency to prefer inaction even wh…
arXiv:2610.07822v1 Announce Type: new Abstract: Speculative decoding accelerates autoregressive generation by using a lightweight draft model to propo…