98 citations · 255 across the 21 of their papers we have counts for
4 papers · 1 filter
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation
Adithya V Ganesan, Yash Kumar Lal, August Håkan Nilsson +1
Very large language models (LLMs) perform extremely well on a spectrum of NLP tasks in a zero-shot setting. However, little is known about their performance on human-level NLP prob…
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge
Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish +4
While transformer-based systems have enabled greater accuracies with fewer training examples, data acquisition obstacles still persist for rare-class tasks -- when the class label…
Psychological Metrics for Dialog System Evaluation
Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed +6
We present metrics for evaluating dialog systems through a psychologically-grounded "human" lens in which conversational agents express a diversity of both states (e.g., emotion) a…
Robust language-based mental health assessments in time and space through social media
Siddharth Mangalik, Johannes C. Eichstaedt, Salvatore Giorgi +8
Compared to physical health, population mental health measurement in the U.S. is very coarse-grained. Currently, in the largest population surveys, such as those carried out by the…