Papers by Yash Raj Shrestha
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making (2025.emnlp-main)
Copied to clipboard
| Challenge: | Large language models (LLMs) are increasingly used for social science simulations . however, most evaluations focus on task optimality rather than variability and adaptation characteristic of human decision-making. |
| Approach: | They propose a process-oriented evaluation framework with progressive interventions to evaluate two economics tasks using large language models. |
| Outcome: | The proposed evaluation framework targets two economic tasks with progressive interventions. |
Towards Automatic Bias Detection in Knowledge Graphs (2021.findings-emnlp)
Copied to clipboard
| Challenge: | Recent studies have shown that knowledge graphs are prone to various social biases, and have proposed multiple methods for debiasing them. |
| Approach: | They propose a framework for identifying biases present in knowledge graph embeddings based on numerical bias metrics. |
| Outcome: | The proposed framework can be extended to further bias definitions and applications. |