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Dastawez Jahan-Numa

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1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Do Large Language Models Favour Any Research Topics?

arXiv:2609.00323v1 Announce Type: new Abstract: Large Language Models (LLMs) can estimate the quality of published journal articles, potentially supporting human assessment when evaluations are needed. Whilst there are r…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Latent Mechanisms of Language Control in Multilingual Language Models

arXiv:2609.00325v1 Announce Type: new Abstract: Multilingual large language models can exhibit unintended code-switching -- unnecessarily alternating between languages during generation. We present a comparative study of…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Curse of Multilinguality in Lexical Normalization

arXiv:2609.00329v1 Announce Type: new Abstract: Lexical normalization rewrites the noisy, non-standard words that fill user-generated text (tmrw, u, gr8) into their standard forms. Because labelled data is scarce for mos…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Topic Matching in the Wild: Benchmark and Lessons from Real-World ASR Transcripts

arXiv:2609.00330v1 Announce Type: new Abstract: In contact centers, real-time agent-assist tools determine, for each of many predefined topics, whether a live customer utterance is relevant and display a coaching card to…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets

arXiv:2609.00333v1 Announce Type: new Abstract: Extracting scenarios from unlabelled real-world sensor data streams is a critical but challenging task in the development process of automated driving systems (ADS). Automa…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Human-AI Co-Interpretation for Responsible AI: A Hermeneutic Perspective

arXiv:2609.00334v1 Announce Type: new Abstract: Across law, education, policy analysis, and public moral argumentation, LLM outputs are being used often for work that requires interpretations to be justified with textual…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Two locked tests of phase-structure features for transition prediction

arXiv:2609.00335v1 Announce Type: new Abstract: A published theoretical account of phase structure in rotary attention was subjected to two pre-specified empirical tests of whether phase-derived features improve predicti…

arXiv (cs)1h ago
Dastawez Jahan-Numa

OreProof: Verifiable Provenance with Limited Disclosure for Critical-Minerals Supply Chains Using Zero-Knowledge Proofs

arXiv:2609.00340v1 Announce Type: new Abstract: Critical-minerals supply chains face a structural tension: regulators and buyers demand verifiable provenance, yet upstream actors are hesitant to disclose supplier identit…

arXiv (cs)1h ago
Dastawez Jahan-Numa

SlideBank: A Persistent Hierarchical Evidence Bank for Consistent Whole-Slide Reasoning

arXiv:2609.00342v1 Announce Type: new Abstract: Whole-slide images (WSIs) are challenging for vision-language reasoning because diagnostically relevant morphology is sparse, heterogeneous, and distributed across gigapixe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

From Tool Use to Technological Agency: LoopCAT as a Local-First, Open-Source Tool for Translation Technology Education

arXiv:2609.00344v1 Announce Type: new Abstract: Translation students need to learn both how to use translation technologies and how to judge the choices those technologies make available. This article presents LoopCAT, a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Do LLMs Know Your Neighborhood? Auditing LLM Priors for Neighborhood-Level Mobility Prediction and Structural Alignment

arXiv:2609.00345v1 Announce Type: new Abstract: Human mobility is central to urban planning, transportation, public health, and emergency response, yet fine-grained trajectory data are often proprietary, restricted, and …

arXiv (cs)1h ago
Dastawez Jahan-Numa

AniMaster: From Story Texts to Animated Videos via Cinematic Script Generation and Interactive Authoring

arXiv:2609.00346v1 Announce Type: new Abstract: Recent advances in Video Generation Models (VGMs) have demonstrated strong capabilities in producing short video clips. However, it is still challenging for everyday creato…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning

arXiv:2609.00351v1 Announce Type: new Abstract: Large language models can hide hidden behaviors that activate only under narrow conditions, such as backdoor triggers, sleeper-agent deployment cues, sandbagging, or topic-…

arXiv (cs)1h ago
Dastawez Jahan-Numa

How Does LGBTQIA+ Identity Affect LLM Behavior? Implications for Requirements Engineering of Mental Health AI Systems

arXiv:2609.00352v1 Announce Type: new Abstract: Large Language Models are now part of healthcare and mental health support systems, raising concerns regarding fairness toward vulnerable populations, including LGBTQIA+ in…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exploring Quantum Software Testing Across Research and Practice: Emerging Results from a Multivocal Literature Review

arXiv:2609.00354v1 Announce Type: new Abstract: This paper presents preliminary findings from a multivocal literature review investigating how quantum software testing is characterized across academic and practitioner-or…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models

arXiv:2609.00355v1 Announce Type: new Abstract: Speculative decoding accelerates generation without changing its output, yet on vision-language models (VLMs) it has been caught in a self-defeating cycle. The drafter stay…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Stable Aggregation Method for Quantum Federated Learning

arXiv:2609.00356v1 Announce Type: new Abstract: Quantum federated learning (QFL) enables clients to train quantum neural network (QNN) models without sharing private data. We find that aggregation in QFL is unstable unde…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Where Should Experience Live? Hierarchical Hebbian Memory for Continual Vision Transformers

arXiv:2609.00358v1 Announce Type: new Abstract: Vision Transformers provide strong visual representations but typically rely on slowly updated parameters, limiting their ability to organize newly acquired information acr…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Detoxifying Toxic Communication: A Design Science Approach to Responsible AI

arXiv:2609.00361v1 Announce Type: new Abstract: Toxic language in digital workplaces such as pejoratives, sarcasm, condescension, and subtle incivility can erode trust, morale, and collaboration. Existing moderation tool…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Revisiting Feedback-Driven LLM Code Repair: A Replication and Exploratory Java Extension

arXiv:2609.00362v1 Announce Type: new Abstract: Since the advent of Large Language Models (LLMs), practitioners have increasingly leveraged them to support their software engineering tasks, including automated code repai…

arXiv (cs)1h ago
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