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Research

Oct 15

3d ago ListQA: a benchmark for evaluating list-formatted factual knowledge retrieval in large language models arXiv cs.AI → story

3d ago LLM agents identify appliance faults in a simulated setting; findings from diagnosing a simulated appliance reveal efficient fault detection. arXiv cs.CL → story

3d ago LLMs can be effective event forecasters when the interface presents relevant world knowledge suitably arXiv cs.CL → story

3d ago Long-Horizon-Terminal-Bench 2.0 extends 46 original tasks to 77 tasks across 13 domains, correcting evaluation defects and extending 31 tasks. arXiv cs.AI → story

3d ago Loss curvature as a sampling-free proxy for memorization in diffusion models arXiv cs.LG → story

3d ago Lotus: learning to understand time-series by learning to forecast arXiv cs.LG → story

3d ago Measuring the inference energy efficiency of open-weight LLMs across benchmarks, reasoning modes, and hardware. arXiv cs.AI → story

3d ago Meta-evaluating metrics for multilingual style-personalized generation via regression-based meta-evaluation of calibrated outputs to predict human ratings arXiv cs.CL → story

3d ago Metadata differences, not functionality, drive LLM tool selection in MCP; study analyzes 367,174 tools showing varied schemas despite similar names and descriptions arXiv cs.AI → story

3d ago Multi-system cognitive steering for generative communication arXiv cs.AI → story

3d ago NEPSEE: a double-annotated benchmark for Nepali sentiment analysis with two annotators labeling the same sentences blind and yielding 3,189 mutually agreed items on a three-class scale arXiv cs.CL → story

3d ago PairIT: autoregressive transformers for low-data molecule optimization enable seeded generation over SMILES sequences arXiv cs.LG → story

3d ago Parallel-Then-Integrated (PTI), a four-step procedure for explicit and traceable integration of two computational representations of qualitative data, introduced using 1,203 interview paragraphs from 29 mothers in Nepal arXiv cs.CL → story

3d ago PersEvalBench tests whether LLM evaluators can recognize appropriate and inappropriate uses of user history arXiv cs.CL → story

3d ago Plan-then-Retrieve (PtR) enables LLMs to generate abstract tool stubs before retrieving tools, in contrast to the common Retrieve-then-Plan approach. arXiv cs.AI → story

3d ago Plant Memory: Technical Language Processing and a Verified Maintenance Ontology for Agent-Accessible Failure Knowledge from SAP PM Work Orders arXiv cs.AI → story

3d ago PMO-Dock benchmarks docking, specificity, and generalization in molecular optimization arXiv cs.LG → story

3d ago Pre-trained language models perform record linkage and demographic inference without task-specific training; introduce EnsembleLink for record linkage with embeddings and string-based scorers arXiv cs.CL → story

3d ago PREFER: a framework mapping LLM ratings of gameplay experience to experience dimensions for game refinement arXiv cs.AI → story

3d ago Q&A: The collision between AI, your brain, and society MIT News (AI) → story

3d ago Qwenfant: train big character-level BabyLMs on concise parallel text arXiv cs.CL → story

3d ago Reels-RSI: program-level self-improvement for code-rendered explainer videos arXiv cs.AI → story

3d ago Reliability–Uncertainty Self-Distillation for reasoning learns from self-generated responses arXiv cs.AI → story

3d ago REPORT-OPS: Hybrid evidence-guided reporting with human-supervised refinement for HPC arXiv cs.AI → story

3d ago RLPE: Teaching LLMs to prompt with reinforcement learning arXiv cs.AI → story

3d ago SAT-RL: training language models for logical reasoning with symbolic solvers arXiv cs.AI → story

3d ago Scaling cheap synthetic pretraining improves indoor radio-map prediction arXiv cs.LG → story

3d ago Should SLMs be in the driver’s seat? A study of local models as interpreters in cloud-written agent programs arXiv cs.AI → story

3d ago Silent failures in agentic data science arXiv cs.AI → story

3d ago Similar models, broken odds: Luce's axiom fails in Chatbot Arena results arXiv cs.CL → story

3d ago Smart alone, blind together: why accuracy fails to certify theory of mind in multi-agent teams arXiv cs.AI → story

3d ago Static skill inconsistencies do not imply runtime risks, a behavioral analysis of LLM agent execution finds arXiv cs.AI → story

3d ago Syntax heads influence model syntax predictions less than subjects; forcing heads to attend to distractors does not fully shift predictions, the study finds arXiv cs.CL → story

3d ago The Agentic Scientist: orchestrating coding agents for automated scientific (co-)discovery arXiv cs.AI → story

3d ago Titan-Llama: retrofitting pre-trained LLMs with external neural memory modules arXiv cs.CL → story

3d ago TopicMerge: a divide and conquer approach to topic modeling arXiv cs.CL → story

3d ago Tracing morphology, semantics, and divergence in language acquisition across intermediate training in open-source LLMs arXiv cs.LG → story

3d ago Unconstrained CTI-REALM with Open-Weights arXiv cs.AI → story

3d ago Verification turns capability gaps into routing decisions; small language models for clinical documentation arXiv cs.AI → story

3d ago VETNET: assembling benchmark datasets for AI-driven veterinary innovation arXiv cs.AI → story

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