19,580 datasets

ZivaHub2027 · dataset · restricted

Ensuring truthfulness in large language models (LLMs) remains a critical challenge for reliable text generation. While supervised fine-tuning and reinforcement learning with human feedback have shown promise, they require a substantial amount of annotated data and computational resources, limiting scalability. In contrast, decoding-time interventions offer lightweight alternatives without model re

NCL Data2026 · dataset

<div><p>Uptake of evidence-based interventions that prevent cancer is very low. Electronic signposting using digital messages sent via electronic healthcare systems is increasingly utilised to improve service reach and uptake. However, theory for optimising the implementation of electronic signposting to cancer prevention interventions is lacking. We sought to generate a novel programme theory to

NCL Data2026 · dataset

<p>Annotator details of the proposed Bangla text summarization research.</p>

NCL Data2026 · dataset

<div><p>This work aims to develop a domain-adapted Bengali text summarization model by training and fine-tuning on general and domain-specific datasets with categories such as state, international, and sports. Flan-T5 and mT5 LLMs were trained on the XLSUM Bengali dataset for text summarization, and they were trained on source domains and fine-tuned on the target domains for domain adaptation. In

NCL Data2026 · dataset

<p>Summary of related studies on Bengali and multilingual text summarization models.</p>

NCL Data2026 · dataset

<p>Comparison of existing Bangla text summarization works with the proposed approach.</p>

NCL Data2026 · dataset

<p>Evaluation parameters of BanglaBERT and BanglaT5 models for comparative analysis in Bengali text summarization.</p>

NCL Data2026 · dataset

<p dir="ltr">This is the data file for an experiment investigating transposed-word effects in Chinese reading, for sentences displayed in both familiar and unfamiliar reading directions.</p><p dir="ltr">The transposed-word effect, in which ungrammatical sequences created by swapping two words in a grammatical sentence are harder to reject than matched controls derived from ungrammatical base sente

Hydro-Québec's open data portal2026 · dataset

Description All of Hydro‑Québec’s data on the breakdown of the sources of electricity generated in Québec according to their real or estimated power in megawatts (MW). The data is updated hourly and corresponds to the output of both Hydro‑Québec’s generating stations and those of other electricity suppliers that have an electricity supply contract with Hydro‑Québec. Visit the Québec hydropower: cl

NCL Data2026 · dataset

<div><p>This work aims to develop a domain-adapted Bengali text summarization model by training and fine-tuning on general and domain-specific datasets with categories such as state, international, and sports. Flan-T5 and mT5 LLMs were trained on the XLSUM Bengali dataset for text summarization, and they were trained on source domains and fine-tuned on the target domains for domain adaptation. In

NCL Data2026 · dataset

<p dir="ltr"><i>This white paper goes beyond a standard advocacy text; it serves as a foundational methodological pillar within a longitudinal participatory observation corpus. Readers, institutional reviewers, and policymakers should evaluate this document through the following core principles:</i></p><ol><li><b>Civic Observation as an Evidence Layer:</b> Citizen auditing bridges the gap between

NCL Data2026 · dataset

Introduction<p>The Implicit Situation Intensity Test (ISIT) is a method for converting participants’ verbal reports about an experience into a quantitative, per-participant implicit measure of how strongly cognitive, emotional, behavioral, and value-laden frames have been activated by that experience.</p>Method<p>ISIT operates by clustering frames extracted from the verbal report’s extended knowle

NCL Data2026 · dataset

<p>Evaluation parameters of the models for Bengali text summarization.</p>

NCL Data2026 · dataset

<p>To map the controlled-trial evidence on photobiomodulation (PBM) for temporomandibular disorders (TMDs), chart the laser dosimetric parameters, quantify reporting completeness, and identify standardization priorities.</p> <p>Scoping review per JBI methodology, reported per PRISMA-ScR, and registered on the Open Science Framework (project hdz53). PubMed/MEDLINE, the Cochrane Library (CENTRAL and

NCL Data2026 · dataset

Introduction<p>Inclusive online education requires more than technical accessibility, yet digital accessibility, Universal Design for Learning (UDL), and pedagogical quality are often evaluated separately. This study developed an integrated framework for assessing inclusive quality in asynchronous online higher education.</p>Methods<p>Twenty preliminary indicators were derived from the literature

NCL Data2026 · dataset

<div><p>Uptake of evidence-based interventions that prevent cancer is very low. Electronic signposting using digital messages sent via electronic healthcare systems is increasingly utilised to improve service reach and uptake. However, theory for optimising the implementation of electronic signposting to cancer prevention interventions is lacking. We sought to generate a novel programme theory to

NCL Data2026 · dataset

<p dir="ltr">This study examined the impact of structured instruction on integrating images with text on the translation abilities of undergraduate students. It examined how the experimental group experienced and used visual information when making translation decisions through interviews.</p><p><br></p>

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue · unknown

<p>This systematic review (PROSPERO ID: CRD42024573626) explores whether objective MAPs result in better auditory perception than behavioural MAPs in cochlear implant (CI) users.</p> <p>Medline, Embase, Web of Science, CENTRAL, CINAHL Plus with Full Text, and Google Scholar were last searched in January 2026. English or French peer-reviewed full-length published articles comparing auditory percept

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

Background<p>Spontaneous intracerebral hemorrhage (sICH) is a devastating subtype of stroke with high morbidity and mortality. Early hematoma expansion (HE) is a key modifiable factor associated with neurological deterioration. Data on early HE dynamics in China populations with relatively late presentation (median time to admission >6 h) remain limited.</p>Methods<p>This retrospective single-cent

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr"># Multimodal Non-Invasive Physiological Signal Dataset</p><p dir="ltr"><br></p><p dir="ltr">This dataset contains non-invasive physiological signals (ECG, EEG, and PPG) collected from 32 participants across three distinct cognitive states: rest, stress induced by calculation tasks, and stress induced by identification tasks.</p><p dir="ltr"><br></p><p dir="ltr">## Directory Structure<

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

<p>Field-deployable plant-health vision systems require datasets that preserve natural variation in illumination, scale, occlusion, and background clutter. This Data Report describes a fixed public release of 500 RGB JPEG images of cucumber leaves collected at three protected-cultivation facilities in Kazakhstan. The collection contains 250 healthy-leaf images and 250 affected-leaf images. Decoder

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr">Dataset for all figures in associated manuscript. The dataset includes high-resolution resonant Auger electron spectroscopy measurements of imidazole at both the nitrogen and carbon K-edges, combined with complementary quantum chemical simulations. Valence band core level photoelectron spectra are also included as well as polarisation dependent measurements. Quantum chemical calculati

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

<p>Field-deployable plant-health vision systems require datasets that preserve natural variation in illumination, scale, occlusion, and background clutter. This Data Report describes a fixed public release of 500 RGB JPEG images of cucumber leaves collected at three protected-cultivation facilities in Kazakhstan. The collection contains 250 healthy-leaf images and 250 affected-leaf images. Decoder

figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue

Supplementary Movie Captions with Alt text included.

ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · dataset

<p>The visualization is generated from 8,592 user-generated reviews using Python-based text mining and word cloud analysis.</p>