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Research

Oct 16

2d ago A large-scale dataset for multi-class financial news classification in Brazilian Portuguese arXiv cs.CL → story

2d ago AbridgeKV: compressing each completed block of generated text into the KV entries of learned pause tokens arXiv cs.CL → story

2d ago Amortizing sequential experimental design in reasoning LLMs arXiv cs.LG → story

2d ago Can LLMs Anticipate their cruxes? arXiv cs.CL → story

2d ago Causal syntax circuits in CodeLMs: budget and probe decide what looks localised arXiv cs.LG → story

2d ago Context injection and long-horizon reliability: separating duplicate recognition, local processing, and counter tracking arXiv cs.CL → story

2d ago CoTranslator: reverse to forward chain-of-thought translator for reasoning distillation arXiv cs.CL → story

2d ago DeepUnfolding Agent: a schema-driven FastAPI platform exposing deep unfolded adaptive control as an API arXiv cs.CL → story

2d ago Diminishing returns of data in sparse autoencoders: functional behavior does not guarantee feature reproducibility arXiv cs.LG → story

2d ago Does Morphological Correctness Matter for Tokenization? A Scrambled Control Study in Tagalog arXiv cs.CL → story

2d ago Does personalization break trust? On-device few-shot adaptation degrades out-of-scope rejection AUROC arXiv cs.CL → story

2d ago EEG-based prediction of music enjoyment using deep learning with explainable temporal analysis arXiv cs.LG → story

2d ago Expanding attention via a Taylor-series approach yields linear-time transformers with a fixed number of recurrent states arXiv cs.LG → story

2d ago Exploring the design space of permutation diffusion LLMs arXiv cs.CL → story

2d ago Feature Elicitation for SAE Steering of Deceptive Behaviour in Small LLMs arXiv cs.LG → story

2d ago FlowBudget: Training-free sampling-budget estimation for flow matching models arXiv cs.LG → story

2d ago Interpreting language model parameters arXiv cs.LG → story

2d ago Jev-as-a-Judge for RAG claim verification: confidence-gated cascading between a non-generative verifier and a frontier LLM arXiv cs.CL → story

2d ago KNOU-Flood: two-stage transfer learning with a deterministic LSTM for lead-aware probabilistic global streamflow forecasting arXiv cs.LG → story

2d ago Learning to Read Out: unembedding dynamics in language model pretraining arXiv cs.CL → story

2d ago Learning topology-aware representations for mechanics-relevant TPMS metamaterials arXiv cs.LG → story

2d ago MeddeX: a Retrieval-Augmented LLaMA-3 system with Gemini Vision for evidence-backed medical report analysis arXiv cs.CL → story

2d ago O-RAN-native jamming detection under network heterogeneity arXiv cs.LG → story

2d ago On-Policy residual learning for diffusion language models (ORL) arXiv cs.LG → story

2d ago One bias score, two factors: how mitigations affect option bias in multiple-choice evaluation arXiv cs.CL → story

2d ago Optimal explicit and implicit regularization strengths in high-dimensional continual linear regression arXiv cs.LG → story

2d ago Optimal Hydra: model heterogeneous federated learning for LLMs using data-informed Hydra-nets arXiv cs.LG → story

2d ago PEDBench evaluates whether speech models can detect phonetic errors arXiv cs.CL → story

2d ago PRISM: Privileged Sibling-guided multi-agent topology design arXiv cs.CL → story

2d ago PRISM: transfer and limits of activation interventions in tool-calling language models arXiv cs.CL → story

2d ago Prune the Summary, Not the History: Source-judged compaction for long-horizon agents arXiv cs.CL → story

2d ago Quantile-guided diffusion for probabilistic time-series forecasting arXiv cs.LG → story

Oct 15

2d ago State of Supply Chain Sustainability report finds corporate commitment at record high, but governance lags behind MIT News (AI) → story

2d ago AI model decodes the language cells use to communicate MIT News (AI) → story

3d ago Visualizing the world model in an agent's value function arXiv cs.AI → story

3d ago Weighted Ensemble sampling for rare-event estimation in language models arXiv cs.CL → story

3d ago What information buys in active inference arXiv cs.LG → story

3d ago Who Should We Listen to More? Welfare-Aware Preference Acquisition for Pluralistic Alignment arXiv cs.LG → story

3d ago Whose data, whose benchmark? A user-centric framework for auditing evaluation resources arXiv cs.CL → story

3d ago Write Once, Plan Many: Building Reusable Visual Planning Systems from One Scene arXiv cs.AI → story

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