4 papers
Structured yet Bounded Temporal Understanding in Large Language Models
Damin Zhang, Julia Rayz
Large language models (LLMs) increasingly show strong performance on temporally grounded tasks, such as timeline construction, temporal question answering, and event ordering. Howe…
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
Damin Zhang, Yi Zhang, Geetanjali Bihani +1
With the impressive performance in various downstream tasks, large language models (LLMs) have been widely integrated into production pipelines, like recruitment and recommendation…
Taxonomy-based CheckList for Large Language Model Evaluation
Damin Zhang
As large language models (LLMs) have been used in many downstream tasks, the internal stereotypical representation may affect the fairness of the outputs. In this work, we introduc…
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models
Damin Zhang, Julia Rayz, Romila Pradhan
Recently, language models have demonstrated strong performance on various natural language understanding tasks. Language models trained on large human-generated corpus encode not o…