Dissociating language and thought in large language models
Large language models (LLMs) have come closest among all models to date to mastering
human language, yet opinions about their linguistic and cognitive capabilities remain split …
human language, yet opinions about their linguistic and cognitive capabilities remain split …
Using large language models in psychology
Large language models (LLMs), such as OpenAI's GPT-4, Google's Bard or Meta's LLaMa,
have created unprecedented opportunities for analysing and generating language data on a …
have created unprecedented opportunities for analysing and generating language data on a …
Qlora: Efficient finetuning of quantized llms
We present QLoRA, an efficient finetuning approach that reduces memory usage enough to
finetune a 65B parameter model on a single 48GB GPU while preserving full 16-bit …
finetune a 65B parameter model on a single 48GB GPU while preserving full 16-bit …
Faith and fate: Limits of transformers on compositionality
Transformer large language models (LLMs) have sparked admiration for their exceptional
performance on tasks that demand intricate multi-step reasoning. Yet, these models …
performance on tasks that demand intricate multi-step reasoning. Yet, these models …
[PDF][PDF] Theory of mind may have spontaneously emerged in large language models
M Kosinski - ar** reliable metrics to assess
machine" intelligence". Recently, many anecdotal examples were used to suggest that …
machine" intelligence". Recently, many anecdotal examples were used to suggest that …
Language model behavior: A comprehensive survey
Transformer language models have received widespread public attention, yet their
generated text is often surprising even to NLP researchers. In this survey, we discuss over …
generated text is often surprising even to NLP researchers. In this survey, we discuss over …