Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
…AI-generated summary Effectively configuring scalable large language model (LLM) experiments, spanning architecture design, hyperparameter tuning, and beyond, is crucial for advancing LLM research, as poor configuration choices can waste substantial computational…
…Evaluating LLM Agents for Forward-Looking AI Research Judgment Published on Jun 4 Submitted by BruceLyu on Jun 5 Authors: , , , , Abstract ForeSci is a temporally controlled benchmark that evaluates LLM agents' ability…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct LiveCodeBench (LCB) has recently become a widely adopted benchmark for evaluating large language models (LLMs) on code-generation tasks . By curating competitive programming problems…
Papers arxiv:2606.19468 Characterizing Narrative Content in Web-scale LLM Pretraining Data Published on Jun 17 Submitted by Teagan Johnson on Jun 22 Culture, Language, & Systems Lab Authors: Teagan Johnson , , , Abstract…
…Cache-Efficient Context Management for LLM Agents Published on Jun 15 Submitted by Ningyu Zhang on Jun 16 ZJUNLP Authors: , , , , , , , , , , , , , , Ningyu Zhang Abstract TokenPilot is a dual-granularity context management framework that…
…A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents Published on Jun 2 Submitted by Yingqi Zhang on Jun 4 Tsinghua University Authors: Yingqi Zhang Abstract Agent libOS provides…
…High-Throughput Block Diffusion LLM Serving via CPU-GPU Cooperative KV Cache Retrieval (2026) A CXL Memory Rack for Multi-Turn LLM Serving (2026) Heterogeneous LLM Serving with General-Purpose Processing-Near…
…Text World Models for LLM-based Agents Published on Jun 8 Submitted by Yixia Li on Jun 10 NLP Group in SUSTech Authors: Yixia Li , , , , , , , , , , , , , , , Abstract Text world models serve as transition…
…Self-Governing Context for Long-Horizon LLM Agents (2026) Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived LLM Agents (2026) Please give a thumbs up to this comment if…
…An Empirical Study of LLM Agents on Whole-Repository Compatibility Rescue Published on Jul 1 Submitted by Zhihao Lin on Jul 1 Beihang University Authors: Zhihao Lin , , , , , , Abstract LLM agents can successfully…