Attention heads of large language models: A survey
Since the advent of ChatGPT, Large Language Models (LLMs) have excelled in various
tasks but remain as black-box systems. Consequently, the reasoning bottlenecks of LLMs …
tasks but remain as black-box systems. Consequently, the reasoning bottlenecks of LLMs …
Distinguishing Ignorance from Error in LLM Hallucinations
Large language models (LLMs) are susceptible to hallucinations-outputs that are
ungrounded, factually incorrect, or inconsistent with prior generations. We focus on close …
ungrounded, factually incorrect, or inconsistent with prior generations. We focus on close …
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs
Large language models (LLMs) are susceptible to hallucination, which sparked a
widespread effort to detect and prevent them. Recent work attempts to mitigate …
widespread effort to detect and prevent them. Recent work attempts to mitigate …