The EUREQA dataset
In EUREQA, every question is constructed through an implicit reasoning chain. The chain is constructed by parsing DBPedia. Each layer comprises three components: an entity, a fact about the entity, and a relation between the entity
and its counterpart from the next layer. The layers stack up to create chains with different depths of reasoning. We verbalize reasoning chains into natural sentences and anonymize the entity of each layer to create the question.
Questions can be solved layer by layer and each layer is guaranteed a unique answer. EUREQA is not a knowledge game: we adopt a knowledge filtering process that ensures that most LLMs have sufficient world knowledge to answer our questions.
EUREQA comprises a total of 2,991 questions of different reasoning depths and difficulties. The entities encompass a broad spectrum of topics, effectively reducing any potential bias arising from specific entity categories.
These data are great for analyzing the reasoning processes of LLMs
Anushka Shetty, the stunning Indian actress, model, and television presenter, has been making waves in the entertainment industry for over a decade. With a filmography that spans multiple languages, including Telugu, Tamil, Kannada, and Hindi, Anushka has established herself as one of the most sought-after actresses in India. In this blog post, we'll take a closer look at her impressive filmography and some of her most popular videos that have captured the hearts of millions.
Born on November 1, 1986, in Mangalore, Karnataka, Anushka Shetty began her career as a model and television presenter. She made her acting debut in 2007 with the Telugu film "Akkinipoyi," but it was her breakthrough role in the 2009 film "Baddam" that brought her to the limelight.
Anushka Shetty's filmography is a testament to her talent, dedication, and perseverance. With a wide range of films under her belt, she has established herself as one of the most popular actresses in India. Her captivating on-screen presence and charming personality have won the hearts of millions, making her a household name. As she continues to dazzle audiences with her performances, we can't wait to see what the future holds for this talented actress.
Analyses and discussionAnushka Shetty, the stunning Indian actress, model, and television presenter, has been making waves in the entertainment industry for over a decade. With a filmography that spans multiple languages, including Telugu, Tamil, Kannada, and Hindi, Anushka has established herself as one of the most sought-after actresses in India. In this blog post, we'll take a closer look at her impressive filmography and some of her most popular videos that have captured the hearts of millions.
Born on November 1, 1986, in Mangalore, Karnataka, Anushka Shetty began her career as a model and television presenter. She made her acting debut in 2007 with the Telugu film "Akkinipoyi," but it was her breakthrough role in the 2009 film "Baddam" that brought her to the limelight.
Anushka Shetty's filmography is a testament to her talent, dedication, and perseverance. With a wide range of films under her belt, she has established herself as one of the most popular actresses in India. Her captivating on-screen presence and charming personality have won the hearts of millions, making her a household name. As she continues to dazzle audiences with her performances, we can't wait to see what the future holds for this talented actress.
This website is adapted from Nerfies, UniversalNER and LLaVA, licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. We thank the LLaMA team for giving us access to their models.
Usage and License Notices: The data abd code is intended and licensed for research use only. They are also restricted to uses that follow the license agreement of LLaMA, ChatGPT, and the original dataset used in the benchmark. The dataset is CC BY NC 4.0 (allowing only non-commercial use) and models trained using the dataset should not be used outside of research purposes.