Modeling Argumentation and Explanation in the Social Web
Authors: Taraneh Khazaei
AAAI 2014 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | I plan to build several models based on the aforementioned ideas. These models will iteratively evaluated on small-scale discussions and will be modified accordingly until the best approach is found. The dataset that I plan to use has been recently collected in our laboratory... To address the second research question, models built in the first step will be utilized along with other empirical methods to understand the potential differences in the peoples reasoning strategies in web-based large-scale environment compared to traditional small-scale settings. If differences are found, models from the first step will be adjusted to suit the online data. I will explore different online datasets for this phase of the study. |
| Researcher Affiliation | Academia | Taraneh Khazaei Department of Computer Science University of Western Ontario London, Ontario, N6A 5B7, Canada |
| Pseudocode | No | The paper describes methods and plans in paragraph form but does not include any structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper is a research proposal and does not provide any concrete access to source code. It discusses future work but no current code release or repository links are mentioned. |
| Open Datasets | No | The paper mentions a dataset 'recently collected in our laboratory' without providing public access details. It also mentions 'Wikipedia s article for deletion dataset' as an 'interesting option' but does not provide concrete access information (link, DOI, specific citation) for this dataset. |
| Dataset Splits | No | The paper discusses using datasets and evaluating models, but it does not provide specific details on training, validation, or test dataset splits, percentages, or methodology for splitting. |
| Hardware Specification | No | The paper does not provide any specific hardware details such as GPU or CPU models, processor types, or memory specifications used for running experiments. |
| Software Dependencies | No | The paper refers to theoretical frameworks and analysis types (e.g., 'speech act theory', 'Rhetorical Structure Theory', 'sentiment analysis') but does not specify any software dependencies or their version numbers for replication. |
| Experiment Setup | No | The paper outlines research plans but does not provide specific experimental setup details such as hyperparameter values, training configurations, or system-level settings. |