1 code implementation • 9 May 2024 • David Heineman, Reba Koenen, Sashank Varma
Category fluency is a widely studied cognitive phenomenon, yet two conflicting accounts have been proposed as the underlying retrieval mechanism -- an optimal foraging process deliberately searching through memory (Hills et al., 2012) and a random walk sampling from a semantic network (Abbott et al., 2015).
1 code implementation • 14 Aug 2023 • David Heineman, Yao Dou, Wei Xu
Additionally, we introduce a Python library to streamline the entire process from typology design and deployment to annotation processing.
no code implementations • 23 May 2023 • David Heineman, Yao Dou, Mounica Maddela, Wei Xu
Large language models (e. g., GPT-4) are uniquely capable of producing highly rated text simplification, yet current human evaluation methods fail to provide a clear understanding of systems' specific strengths and weaknesses.
1 code implementation • 19 Dec 2022 • Mounica Maddela, Yao Dou, David Heineman, Wei Xu
Training learnable metrics using modern language models has recently emerged as a promising method for the automatic evaluation of machine translation.