Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
Papers arxiv:2605.30260 How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Published on May 28 Submitted by Ningyu Zhang on May 29 AGI Lab Authors: , , , , , , Ningyu Zhang Abstract Research…
…A Benchmark for Evaluating Multilingual LLM Safety in South Asia (2026) ML-Bench&Guard: Policy-Grounded Multilingual Safety Benchmark and Guardrail for Large Language Models (2026) HarmChip: Evaluating Hardware Security Centric LLM…
…A key idea is LLM-as-Observer: instead of asking an LLM to directly predict the next action, we let a small frozen LLM read the interaction and use its hidden states…
Papers arxiv:2606.04703 Rethinking Continual Experience Internalization for Self-Evolving LLM Agents Published on Jun 3 Submitted by Wenkai Yang on Jun 5 Authors: Jingwen Chen , Wenkai Yang , , , , , , , , Abstract Experience internalization…
…Liangqi Yuan , , , , Abstract Collaborative intelligence enables multiple distributed LLMs to work together across devices and clouds to provide high-quality responses under diverse resource constraints. AI-generated summary Large language models (LLMs…
…View arXiv page View PDF Add to collection Community Autonomous training for large language models (LLMs) is entering a new era. Rather than relying on a static recipe, EvoTrainer enables LLM policies…
…An Optimizing Compiler for Structured LLM Workflows Published on May 13 Submitted by Junyan Li on May 14 University of Massachusetts Amherst Authors: , , , , Abstract FlowCompile is a structured LLM workflow compiler that…
…Text-Guided Flow Matching in Activation Space for Versatile LLM Steering Published on May 28 Submitted by yingdong shi on May 29 ShanghaiTech University Authors: , , , , , , Abstract UniSteer uses text-guided activation flow…
Papers arxiv:2606.09821 Rethinking the Divergence Regularization in LLM RL Published on Jun 8 Submitted by Xiangxin Zhou on Jun 10 Tencent-Hunyuan-Multimodal-RL Authors: , Xiangxin Zhou , Penghui Qi , , , Tianyu…
Papers arxiv:2605.09271 Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding Published on May 10 Submitted by zhiqin yang on May 12 Authors: , , , , , Abstract Language representation…