Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
Papers arxiv:2605.08083 LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Published on May 8 Submitted by Chengsong Huang on May 11 3 Paper of the day Google Authors: Tong Zheng , , , , , , Runpeng Dai , , , Tianyi Xiong , , , Abstract AutoTTS automates test-time scaling strategy discove… …
Papers arxiv:2605.26242 Can LLMs Introspect? …
You can also plug them into MUDs the few that still exist at least! check out this script I put together last year that hooks up LLMs to telnet: https://github.com/CharlesCNorton/Language-Model-Tools/tree/main/AutoMUD This comment has been hidden marked as Spam Former MUD player here, love this ide… …
Papers arxiv:2605.11011 LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models Published on May 10 Submitted by TaekHyunPark on May 13 BIGDATA ANALYTICS ENGINEERING LAB, Pusan National University, Busan, Korea Authors: Taekhyun Park , , , Abstract LoopUS is a post-training framework… …
… AI-generated summary Large language models LLMs are trained for downstream tasks by updating their parameters e.g., via RL . …
Papers arxiv:2605.12978 Useful Memories Become Faulty When Continuously Updated by LLMs Published on May 13 Submitted by Dylan on May 13 University of Illinois at Urbana-Champaign Authors: , , , , , , Abstract Recent agentic-memory systems that rely on consolidated memory from LLMs fail to improve … …
… Experiments across open-source LLMs demonstrate performance gains up to 27% across evaluation modes over standard baselines. …
… View arXiv page View PDF Project page GitHub 120 Add to collection Community We are excited to share IndustryBench , a new benchmark designed by the Multimodal and Industrial AI team at Alibaba to test the true industrial knowledge boundaries of LLMs. …
… AI-generated summary Following the recent achievement of gold-medal performance on the IMO by frontier LLMs, the community is searching for the next meaningful and challenging target for measuring LLM reasoning . …
… AI-generated summary Modern Large Language Models LLMs are often criticized for producing repetitive and homogeneous text, despite possessing vast latent vocabularies. …