Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
Papers arxiv:2606.00467 On the Limits of LLM Adaptability: Impact of Model-Internalized Priors on Annotation Task Performance Published on May 30 Submitted by Rafal Kocielnik on Jun 12 California institute…
…We evaluate eight LLMs under two agent frameworks in 48 runs, each spanning 365 simulated days. Our results reveal a substantial gap between even the latest LLMs and human participants, with the…
Papers arxiv:2607.05391 LLM-as-a-Verifier: A General-Purpose Verification Framework Published on Jul 6 Submitted by taesiri on Jul 7 Authors: , , , , , , , , Abstract LLM-as-a-Verifier introduces a probabilistic…
Papers arxiv:2605.28510 Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets Published on May 27 Submitted by Andrea Gurioli on May 28 Authors: , , , , Abstract A hybrid approach combining vector…
Papers arxiv:2606.04978 Probing Outcome-Level Resemblance and Mechanism-Level Alignment in LLM Risk Decisions: Evidence from the St. Petersburg Game Published on Jun 3 Submitted by BruceLyu on Jun 4…
…Existing LLM-based data curation methods primarily rely on human-designed workflows, leaving it unexamined whether LLMs can autonomously execute an end-to-end data engineering pipeline for model specialization . We formalize…
…With the ever-growing list of available LLMs, inference routers are being proposed to select the most appropriate LLM for each prompt. However, existing routing methods either optimize cost across weak-to…
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…
…Robust LLM Unlearning via Representation Selectivity Published on Jun 15 Submitted by YY on Jun 17 University of Oxford Authors: , , Abstract RepSelect isolates forget-set-specific representations in LLMs by collapsing top…
…Predictive Queue-Informed KV Cache Management for LLM Serving (2026) Lodestar: An Online-Learning LLM Inference Router (2026) Recency/Frequency Adaptive KV Caching for Large Language Model Serving (2026) ModeSwitch-LLM: A…