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Research

Aug 7

16d ago Auditing conditional style leakage in factorized generative models shows marginal matching does not guarantee independence between style and class information arXiv cs.LG → story

16d ago AuroSFT for adapter-state multi-task fine-tuning replaces full-model rollback with adapter-state scheduling for multi-task fine-tuning arXiv cs.LG → story

16d ago Beyond Rotations: AuroOFT enables expressive quantized orthogonal fine-tuning with gated low-rank corrections arXiv cs.LG → story

16d ago Beyond sentiment: comparing traditional NLP and LLM-based multi-dimensional framing analysis for political news evaluation arXiv cs.CL → story

16d ago C3PO benchmark evaluates cross-modal composition and counterfactual conflict in omnimodal models arXiv cs.AI → story

16d ago CANOE: a multi-agent neuro-symbolic framework for contestable care plan coordination with adaptive team recruitment and role-based modules arXiv cs.AI → story

16d ago CASCADE: an agentic regulatory network framework predicts downstream transcriptional effects of gene perturbation using ARACNe networks and MCP exposure arXiv cs.AI → story

16d ago CNM-BERT: a drop-in structural embedding for Chinese characters via Ideographic Description Sequences arXiv cs.CL → story

16d ago Coherence-Oriented Dream Scene Visualisation: a system that turns written dream descriptions into a four-panel, temporally coherent sequence of images using a four-part prompt and text-to-image models. arXiv cs.AI → story

16d ago Conditional cognitive biases in LLMs: biased user turns modulate in-context reasoning arXiv cs.CL → story

16d ago Constraint-First Reasoning: a training-free protocol for exploiting answer-space constraints in mathematical problem solving arXiv cs.CL → story

16d ago ConWriter: transition-constrained Stateful long-form story generation with lightweight neuro-symbolic consistency control arXiv cs.CL → story

16d ago Counterfactual analysis via large language models in online lending using GPT-3.5 to assess counterfactual ROI under different interest rate schemes arXiv cs.AI → story

16d ago Cross-architecture steering transfer in language models: a systematic empirical study arXiv cs.CL → story

16d ago DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding arXiv cs.CL → story

16d ago Decoupling perception from description: computation-grounded representation alignment between multivariate time series and language arXiv cs.LG → story

16d ago DG-FedReuse enables cached updates from selected clients based on age-decayed proxy-gradient discrepancy in federated learning, with cache-age limits and fresh-client quotas arXiv cs.LG → story

16d ago Disentangling 3D modeling from spatial reasoning. arXiv cs.LG → story

16d ago DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data arXiv cs.AI → story

16d ago DREAM: LLM-based dynamic role-playing via event-aware memory graph arXiv cs.CL → story

16d ago Evaluating machine learning models for post-wildfire debris-flow prediction arXiv cs.LG → story

16d ago Evidence lock before commitment: a frozen interface degrades LLM-as-judge evaluation arXiv cs.CL → story

16d ago EvoHarness-RL: learning a self-evolving runtime harness for long-horizon LLM agents arXiv cs.LG → story

16d ago Example-guided prompting for document-level text simplification shows improved consistency with retrieved examples arXiv cs.CL → story

16d ago Expl explorative modeling (XM) introduces a third pretraining axis by producing multiple outputs per comparison to enhance generative expressivity arXiv cs.LG → story

16d ago From continuous predictors to clinical thresholds: early evidence on performance trade-offs of guideline-based categorisation for ischaemic stroke outcome prediction arXiv cs.AI → story

16d ago Graph-Guided Project-Level Planning for Autonomous Research identifies a method to decompose long-horizon research projects into bound tasks with dependency-aware sequencing. arXiv cs.AI → story

16d ago Hybrid probabilistic zonotopes for identifiable and refinable predictive uncertainty arXiv cs.LG → story

16d ago IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games arXiv cs.LG → story

16d ago KV-Skill enables a frozen language model to read external factorized operators via a lightweight interface; introduces a design space for external knowledge in the model’s native language arXiv cs.LG → story

16d ago Large language models threaten double-blind review by enabling author identification from titles and content. arXiv cs.CL → story

16d ago LC-GRPO: Bridging train-inference gap for flow-based GRPO with Langevin correction arXiv cs.LG → story

16d ago LLM-based flows modeled as probabilistic programs reveal uncertainty in multi-call LLM pipelines arXiv cs.LG → story

16d ago LUNAR benchmarks personalized large language models on universal daily-life logs by evaluating responses from longitudinal app interaction histories across domains arXiv cs.AI → story

16d ago Matrix Zonotopic Attention: a context-adaptive value projection for set transformers arXiv cs.LG → story

16d ago Mood matters: syntactic sensitivity undermines safety alignment arXiv cs.CL → story

16d ago MS-MLB: An Open Machine Learning Benchmark for Blood-Based MS Classification arXiv cs.LG → story

16d ago OrchestraBench evaluates failure, recovery, and decomposition in multi-agent orchestration with a seed-reproducible failure-injection framework over templated enterprise workflows arXiv cs.AI → story

16d ago Otter: a time-aware, history-conditioned human chess AI uses move history and time control signals to predict human move selection arXiv cs.AI → story

16d ago PD-GS: Phoneme-driven 3DGS for audio-driven talking heads arXiv cs.AI → story

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