2 papers
cs.AI2026
Beyond One Output: Visualizing and Comparing Distributions of Language Model Generations
Emily Reif, Claire Yang, Jared Hwang +3
Users typically interact with and evaluate language models via single outputs, but each output is just one sample from a broad distribution of possible completions. This interactio…
cs.HC2024
The Evolution of LLM Adoption in Industry Data Curation Practices
Crystal Qian, Michael Xieyang Liu, Emily Reif +7
As large language models (LLMs) grow increasingly adept at processing unstructured text data, they offer new opportunities to enhance data curation workflows. This paper explores t…