Notice: This website is continuously updated as new conference proceedings and journal volumes are published. Consequently, the figures presented here may differ from those reported in our publications.
A brief overview of our methodology is provided on the Methods page, along with references to publications documenting our approach and links to the code and data used in each study.
The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates.
Optimal Auctions for Partially Rational Bidders
Authors: Zihe Wang, Pingzhong Tang
IJCAI 2015 | Venue PDF | LLM Run Details | Input Tokens: 15,337 Total number of tokens sent to the LLM as input for this paper's analysis. | Output Tokens: 4,054 Total number of tokens produced by the LLM (including reasoning/thinking tokens) for this paper's analysis.
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | Our techniques for obtaining these results make use of novel geometrical arguments in optimal mechanism design |
| Researcher Affiliation | Academia | Zihe Wang and Pingzhong Tang Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China EMAIL, EMAIL |
| Pseudocode | No | The paper does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any statement or link regarding the availability of open-source code for the methodology described. |
| Open Datasets | No | The paper is theoretical and does not use or provide access information for any publicly available or open datasets for training. |
| Dataset Splits | No | The paper is theoretical and does not describe or require dataset splits for training, validation, or testing. |
| Hardware Specification | No | The paper is purely theoretical and does not describe any hardware used for experiments. |
| Software Dependencies | No | The paper is purely theoretical and does not mention any specific software dependencies or versions. |
| Experiment Setup | No | The paper is purely theoretical and does not describe any experimental setup details or hyperparameters. |