A comprehensive overview of large language models
H Naveed, AU Khan, S Qiu, M Saqib, S Anwar… - ar** language-image pre-training with frozen image encoders and large language models
The cost of vision-and-language pre-training has become increasingly prohibitive due to
end-to-end training of large-scale models. This paper proposes BLIP-2, a generic and …
end-to-end training of large-scale models. This paper proposes BLIP-2, a generic and …
Benchmarking large language models for news summarization
Large language models (LLMs) have shown promise for automatic summarization but the
reasons behind their successes are poorly understood. By conducting a human evaluation …
reasons behind their successes are poorly understood. By conducting a human evaluation …
Large language models for information retrieval: A survey
As a primary means of information acquisition, information retrieval (IR) systems, such as
search engines, have integrated themselves into our daily lives. These systems also serve …
search engines, have integrated themselves into our daily lives. These systems also serve …
Codet5+: Open code large language models for code understanding and generation
Large language models (LLMs) pretrained on vast source code have achieved prominent
progress in code intelligence. However, existing code LLMs have two main limitations in …
progress in code intelligence. However, existing code LLMs have two main limitations in …