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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

988 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

DialogueVPR: Towards Conversational Visual Place Recognition

arXiv:2607.14115v1 Announce Type: new Abstract: Inspired by how humans communicate spatial information, language-guided geo-localization has gained significant traction for its intuitive and practical value. Despite this…

arXiv (cs)3h ago
Dastawez Jahan-Numa

ReportMedSAM: Guiding Segmentation Through Radiology Reports

arXiv:2607.14116v1 Announce Type: new Abstract: Free-form radiology reports contain rich clinical descriptions, yet converting them for reliable segmentation remains challenging due to the inherent variability of natural…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Heterogeneous Element-Aware Cross-Version Differencing of Scientific Documents via Layout-Aware Alignment and Structure-Aware Reasoning

arXiv:2607.14117v1 Announce Type: new Abstract: Cross-version differencing of scientific documents is essential in scholarly publishing and technical documentation, but remains challenging because scientific documents ar…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Budgeted Subset Refinement for Execution-Aware LLM Research Ideation

arXiv:2607.14118v1 Announce Type: new Abstract: Large language models (LLMs) can generate research ideas that appear novel to expert reviewers, but recent work also shows that such ideas often lack diversity, are difficu…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Semantic Register Compression in Multi-Agent LLM Cascades

arXiv:2607.14119v1 Announce Type: new Abstract: Multi-agent LLM systems commonly decompose complex tasks into specialized roles. However, this modularity introduces a representational risk: when intermediate agents trans…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods

arXiv:2607.14123v1 Announce Type: new Abstract: Despite the proliferation of Explainable AI (XAI) techniques -- from feature attributions to sparse autoencoders -- explanations rarely influence real-world workflows. In p…

arXiv (cs)3h ago
Dastawez Jahan-Numa

CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Black-Box Vision-Language Models

arXiv:2607.14125v1 Announce Type: new Abstract: Pre-trained vision-language models (VLMs) enable zero-shot image classification by computing the similarity score between an image and textual descriptions, typically forme…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Interpretable Language Model for Closed-Loop Type 1 Diabetes Control

arXiv:2607.14126v1 Announce Type: new Abstract: Type 1 Diabetes (T1D) is a chronic, life-threatening autoimmune condition characterized by the complete destruction of insulin-producing pancreatic beta cells. While Artifi…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Explainable Geospatial AI for Satellite Ground Station Siting Using LiDAR-Derived Terrain Intelligence

arXiv:2607.14127v1 Announce Type: new Abstract: Representative clutter height (RCH) is a key parameter in radio propagation and interference analysis because it captures the dominant height of local obstructions that dri…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Cross-Dataset Generalization in Urdu Fake News Detection: An Empirical Study with XLM-RoBERTa and a Length Confound Analysis

arXiv:2607.14131v1 Announce Type: new Abstract: Urdu fake news detection remains under-resourced despite Urdu being spoken by over 231 million people worldwide. While prior work has demonstrated strong in-domain performa…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Untrusted Authors, Trusted Answers: A Calculus of Fidelity-Graded Translations

arXiv:2607.14137v1 Announce Type: new Abstract: Verified translation has two well-studied extremes: prove the translator once (certified compilation), or validate each run of one translator (translation validation). Both…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Volition Elicitation: Operational Semantics for People and Their Machines

arXiv:2607.14138v1 Announce Type: new Abstract: The most prevalent distributed systems today include people and their personal machines (smartphones). In such systems, computations are driven by people's volitions: a pay…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Human AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach

arXiv:2607.14141v1 Announce Type: new Abstract: Bayesian Belief Networks (BBNs) are powerful tools for decision-making under uncertainty. However, building their structures and estimating parameters are difficult. Curren…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Capability from Access Structure, Not Scale: Lower Bounds and Pre-Registered Tests for Hybrid Sequence Models

arXiv:2607.14144v1 Announce Type: new Abstract: The Platonic Representation Hypothesis (PRH) holds that as models scale, representations of heterogeneous networks converge toward a shared model of reality. We propose its…

arXiv (cs)3h ago
Dastawez Jahan-Numa

ToolAnchor: Anchoring Counterfactual Context to Boost Agentic Tool-use Capability

arXiv:2607.14145v1 Announce Type: new Abstract: Tool-augmented large language model agents excel at long-horizon tasks, yet they are typically post-trained on fixed toolsets. When tasks demand new tools, these agents str…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Breaking Refusal in the First Half: A Mechanistic Study of the Prefill Jailbreak

arXiv:2607.14147v1 Announce Type: new Abstract: Aligned language models refuse harmful requests, but a one-line prefill ("Sure, here is") strips the refusal. We ask where and how it fails. The harm representation stays i…

arXiv (cs)3h ago
Dastawez Jahan-Numa

ITGPT: A Transformer Based Architecture for the Generation of Dance Dance Revolution and In the Groove Charts

arXiv:2607.14148v1 Announce Type: new Abstract: Dance Dance Revolution and In the Groove are rhythm games consisting of songs and accompanying choreography, referred to as charts. Players press arrows on a device referre…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Enhancing Small Language Models Reasoning through Knowledge Graph Grounding

arXiv:2607.14149v1 Announce Type: new Abstract: Although large language models (LLMs) have set benchmarks for zero-shot reasoning, their deployment remains cost-prohibitive and environmentally taxing. Small Language Mode…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Tensor Network Methods for Advection-Diffusion-Reaction Systems Using Quantum-Inspired Representations

arXiv:2607.14150v1 Announce Type: new Abstract: We present a quantum-inspired tensor-network framework for solving advection-diffusion-reaction (ADR) partial differential equations. Discretized solution fields are encode…

arXiv (cs)3h ago
Dastawez Jahan-Numa

"Trust Junk" Leads to Unjustified Support for Highly Discriminatory Predictive Models

arXiv:2607.14152v1 Announce Type: new Abstract: The persuasive power of data visualizations can go awry: for instance, in an explainable AI (XAI) context, visualizations can produce over-trust of predictive models. In th…

arXiv (cs)3h ago
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