… shapes the language comprehension mechanisms in the … of humanlanguage, establishing a link between language … asked whether model performance on any language task correlates …
… We show that general protein language models can guide highly efficient affinity maturation based on the wild-type antibody sequence alone. Although our affinity improvements are …
… Specifically, both MEG and fMRI scores follow an inverted U-shaped pattern across layers for … Specifically, we show that languageperformance is the most contributing factor explaining …
… questioned, it has undoubtedly shaped the way society today … evaluate the performance of LLMs qua language models by … criticisms of LLMs as models of humanlanguage processing. …
D Hovy, D Yang - … for Computational Linguistics: Human language …, 2021 - aclanthology.org
… language. This limits applications to a subset of information-related tasks and prevents NLP from reaching human-level performance… , but are likely to shape our community approaches. …
… ’ speech, we also explored how equally participants’ speech durations were within a group as well as how evenly participants distributed their speech to the two other human … efficient …
… sequences of tokens — that are shaped by their training. Indeed, … and imperfections in language models’ performance (eg 13, … in the humanlanguage system — large language models “…
K Plunkett, V Marchman - Connectionist Psychology, 2020 - taylorfrancis.com
… In addition, we attempt to compare the performance of our simulations to the actual linguistic productions of young children who are in the process of acquiring the English past tense. …
… We analyze the performance of language models on two tasks … model performance, indicating that current language models … U-shapedperformance curve (Figure 1); language model …