We present GoLLIE, a Large Language Model trained to follow annotation guidelines. GoLLIE outperforms previous approaches on zero-shot Information Extraction and allows the user to perform inferences with annotation schemas defined on the fly.

Oct 5, 2023 · In this paper, we propose GoLLIE (Guideline-following Large Language Model for IE), a model able to improve zero-shot results on unseen IE tasks by virtue of being fine-tuned to comply with annotation guidelines.

Apr 3, 2025 · A cross between the lovable, affable Golden Retriever and the intelligent, capable Border Collie, Gollies are the perfect family companion. They’re gentle, loving, and loyal, and they’re even easy to train, making them great choices for first-time dog owners.

The Gollie is a mixed breed dog — a cross between the Golden Retriever and Collie dog breeds. Loving, clever, and energetic, these pups inherited some of their parents’ best...

Jan 23, 2025 · The Gollie lends the keenness of the Collie with the steadfastness of the golden retriever, making a highly trainable dog.

May 8, 2024 · These charming hybrid dogs are a mix between a Golden Retriever and a Collie, combining the best traits of both breeds. In this guide, we will delve into the appearance, history, temperament, health, exercise, training, grooming, and nutrition needs of the Gollie.

May 27, 2024 · The Gollie has a combination of both the Golden Retriever and the Collie. Even though the Golden Retriever and Collie’s ancestry connection took place in Scotland, surprisingly, Gollie dogs were bred in the surroundings of the USA.

May 4, 2016 · Gollie pups bring together the best of both worlds: the sweet, playful disposition of Golden Retriever with the Collie’s intelligence and obedient nature. Blending together these two breeds means you’ll be getting an adorable dog who is full of energy even when they are well into their senior years.

Jan 3, 2024 · The Gollie, a hybrid of the Collie and golden retriever, exhibits a blend of intelligence and affection, making them highly trainable and devoted companions. As a golden collie, this designer hybrid combines the best traits of both breeds, resulting in an intelligent breed with a sweet dog demeanor.

Sep 21, 2021 · Gollies are a mixed-breed dog that is the result of bringing together a golden retriever and a border collie, two of the most popular dogs in the United States. Their crossbreed pups are very intelligent, loving, friendly, highly energetic, and in need of constant companionship.