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Research

Jul 17

1d ago MIT probe prompts questions about belonging and problem-solving; assistant professor Bailey Flanigan reflects on a sense of belonging at MIT MIT News (AI) 2d ago arXiv paper introduces tool efficiency and marginal tool utility metrics to assess LLM agent tool call utility. arXiv cs.CL 2d ago arXiv paper presents educational system combining UzWordnet and generative AI for Uzbek language learning via games arXiv cs.CL 2d ago arXiv paper presents temporal machine learning model for predicting ALS progression and healthcare utilization arXiv cs.LG 2d ago arXiv paper proposes Budgeted Subset Refinement to refine LLM research ideas with limited resources; tackles diversity and evaluability challenges. arXiv cs.CL 2d ago arXiv paper proposes LyaGuide, a Lyapunov-guided framework for stabilizing generative flows arXiv cs.LG 2d ago arXiv study demonstrates small LLMs can detect injected vectors via activation steering using IFT method arXiv cs.CL 2d ago arXiv study introduces framework to address saturation in closed-loop systems via external information arXiv cs.LG 2d ago arXiv study shows LLMs exhibit value leakage, influencing answers without disclosure; Claude Opus 4.8 varies investment risk probabilities based on company name. arXiv cs.LG 2d ago arXiv:2607.14112v1 paper shows language models have reliability ceilings from resolvable output uncertainty limits arXiv cs.CL 2d ago arXiv:2607.14174v1 study extends supervised lexicon-learning to 10-K filings and Item 1A risk-factor sections; trains sentiment scores on return and volatility labels at multiple aggregation levels arXiv cs.LG 2d ago Automatically evolving prompt guidelines for task-specific optimization arXiv cs.CL 2d ago CARPRT: Class-aware zero-shot prompt reweighting for black-box vision-language models. arXiv cs.LG 2d ago Certified domain consistency for multi-domain retrieval with label-free per-domain contamination control and conformal risk guarantees arXiv cs.LG 2d ago COAT framework learns interpretable prescriptive policies from observational data using counterfactual estimates and mixed-integer optimization for constrained decision making arXiv cs.LG 2d ago CoEvoT introduces co-evolving chain-of-thought prompting for graph-LLM reasoning under distribution shift. arXiv cs.CL 2d ago Dysco: Dynamic Subspace Boosting to mitigate LoRA interference in federated learning arXiv cs.LG 2d ago Explainable geospatial AI for satellite ground station siting using LiDAR-derived terrain intelligence arXiv cs.LG 2d ago LBA proposes textual hard-label adversarial attack under low query budgets arXiv cs.CL 2d ago LIGO-PINN paper proposes learned initialization via gated optimization to address convergence failures in PINNs; arXiv:2607.14233v1 arXiv cs.LG 2d ago Local additive feature attribution: a mathematical taxonomy and reporting checklist arXiv cs.LG 2d ago Low-latency relay selection in NR-V2X vehicular networks using graph isomorphism networks with edge features arXiv cs.LG 2d ago MIDiff addresses sparsity and imbalance in mobile usage generation using multivariate-imaging diffusion; arXiv paper arXiv cs.LG 2d ago NeuroGRIP: retrieval-augmented graph refinement for knowledge-grounded EEG seizure diagnosis arXiv cs.LG 2d ago Polestar's arXiv paper proposes drift-aware cache calibration and token commitment to address inference efficiency challenges in diffusion LLMs. arXiv cs.CL 2d ago Policy learning with missing treatment data; effects on average treatment effect and policy value estimation. arXiv cs.LG 2d ago QFireNet: Quantum-Enhanced U-Net for Wildfire Segmentation from Sentinel-2 Imagery arXiv cs.LG 2d ago Quantum compositional NLP for Arabic applies pregroup grammar to map sentences to quantum circuits and mirror grammatical structure; Arabic morphosyntax tested in quantum topology arXiv cs.CL 2d ago refusal in the first half: a mechanistic study of the prefill jailbreak; four models show harm remains represented and refusal behavior drops to chance after a prefill prompt arXiv cs.CL 2d ago RENEW paper proposes method to repair model exploitation in world models using preferences. arXiv cs.LG 2d ago ReportMedSAM proposed to guide segmentation using radiology reports; arXiv paper published arXiv cs.CL 2d ago Researchers propose augmentations for robust and efficient imitation learning in streamed video games. arXiv cs.LG 2d ago Severance problem: LLMs are unaware of the person beyond the prompt arXiv cs.CL 2d ago Study explores latent communication between language model agents; hypothesis suggests world models may exceed text expressibility in complex communication arXiv cs.CL 2d ago Study finds privacy risks in federated learning for radiology reports; analyzing tokenizer-driven leakage via gradient inversion arXiv cs.LG 2d ago Study introduces Implicit Reasoning Steering via Concept Chaining to address LLM reasoning fragility arXiv cs.CL 2d ago Study presents first cross-dataset Urdu fake news detection using XLM-RoBERTa; length confound analysis included. arXiv cs.CL 2d ago T5-CSBoost paper introduces adversarial perturbation-resistant LLM fingerprinting; extends T5-Sentinel framework for robustness. arXiv cs.CL 2d ago TEDDY, a decoder transformer trained on ICD-10 diagnoses from 1.6 million children's EHRs, models pediatric health risks. arXiv cs.LG 2d ago UniSAGE unifies static and dynamic attributes with hyper-structure for hierarchical data modeling arXiv cs.CL

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