Connecting the Dots Using Contextual Information Hidden in Text and Images
Authors: Md Abdul Kader, Sheikh Naim, Arnold Boedihardjo, M. Shahriar Hossain
AAAI 2016 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | 3 Experimental Results |
| Researcher Affiliation | Collaboration | 1The University of Texas at El Paso, El Paso, TX 79968, Phone: (915) 747-5000 2U. S. Army Corps of Engineers, Alexandria, VA 22315 |
| Pseudocode | No | No explicitly labeled pseudocode or algorithm blocks were found. |
| Open Source Code | No | No explicit statement or link regarding the public release of source code was found. |
| Open Datasets | No | The knowledge base κ = {D, Eκ, F} is constructed using images and textual context of Wikipedia pages that are related to politics and terrorism. and New York Times returns 1028 articles with the query Boston Marathon Bombing . While data sources are mentioned, there are no specific access details (link, DOI, formal citation with authors/year) for a publicly available or open dataset. |
| Dataset Splits | No | Figure 2(left) compares face recognition accuracies at different training and test rations with different combinations of techniques. The paper mentions 'training and test ratios' but does not provide specific details on the dataset splits (e.g., percentages, sample counts, or methodology) needed for reproduction. |
| Hardware Specification | No | No specific hardware details (e.g., GPU/CPU models, memory amounts, or detailed computer specifications) used for running experiments were mentioned. |
| Software Dependencies | No | The paper mentions algorithms like 'Viola-Jones algorithm' and 'pretrained convolutional neural network' but does not specify any software libraries or dependencies with version numbers. |
| Experiment Setup | No | No specific experimental setup details such as hyperparameter values, training configurations, or system-level settings were found in the main text. |