PageGuide
Collection
A browser extension that grounds LLM answers in a page directly highlights evidence, navigates step-by-step, hides distractions, and reads Papers • 5 items • Updated • 2
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Website URL string | Q1 string | Q2 string | A1 string | A2 null | D1_1 string | D1_2 string | D1_3 string | D2_1 null | D2_2 null | D2_3 null |
|---|---|---|---|---|---|---|---|---|---|---|
https://climate.nasa.gov/evidence/ | How much has global temperature increased since the late 19th century? | Which type of evidence shows that oceans are absorbing excess heat from global warming? | About 2°F (1°C) warmer | null | About 0.5°F warmer | About 5°F warmer | About 3.5°F warmer | null | null | null |
https://my.clevelandclinic.org/health/diseases/7104-diabetes | How has the prevalence of diagnosed diabetes changed over time? | Which diabetes diagnostic test requires fasting beforehand, and what does the test measure? | It has significantly increased over the decades | null | It has remained stable for decades | It has slightly decreased recently | It peaked in 1990 and then declined | null | null | null |
https://en.wikipedia.org/wiki/Amazon_River | Which stream emerges from Nevado Mismi before eventually contributing to the Apurímac River system? | null | Quebrada Carhuasanta | null | Lloqueta Stream | Hornillos Stream | Apurímac River | null | null | null |
https://www.worldwildlife.org/places/amazon/ | How much of the Amazon rainforest has been lost? | null | About 20% has been cleared or degraded | null | About 5% has been lost | More than 50% has been lost | About 35% has been lost | null | null | null |
https://en.wikipedia.org/wiki/French_Revolution | Why did the execution of Louis XVI intensify the conflict between revolutionary and counter-revolutionary forces? | null | It united European monarchies against France | null | It had little effect on foreign powers | It caused France's allies to abandon the revolution | It immediately ended armed resistance inside France | null | null | null |
https://jmlr.org/tmlr/ae-guide.html | when could the authors reply back to the reviewers comments | null | This phase begins once the third review has been submitted | null | Once the first reviewer has submitted their review | After the action editor opens the discussion period | Once two weeks have passed since the paper was assigned to reviewers | null | null | null |
https://experiencelife.lifetime.life/article/is-there-a-life-time-pickleball-court-near-me/ | What makes the Chanhassen Pickleball Complex appealing to players after sunset? | null | Lighting that allows playing at night | null | It closes at sunset | It has a glass roof for natural light | It is open 24 hours due to natural ventilation | null | null | null |
https://www.britannica.com/sports/tennis | What is one major change in the rules compared with the early version of tennis? | Where and when was tennis first played in something like its modern form? | The net height was standardized and service rules changed | null | The court size was doubled | Scoring was simplified to a point system | Racket materials were standardized | null | null | null |
https://www.britannica.com/biography/Taylor-Swift | How much did Taylor Swift earn from the Eras Tour? | null | Approximately $2.08 billion | null | About $500 million | About $1 billion | About $3.5 billion | null | null | null |
https://www.insidejapantours.com/blog/2025/07/17/the-places-in-between-nagasaki/ | Which small artificial island in Nagasaki Bay was used to confine foreign traders during Japan's isolation period? | null | Dejima | null | Gunkanjima | Okinoshima | Itsukushima | null | null | null |
PageGuide Dataset
This repository contains the dataset artifacts for PageGuide, a browser extension to assist users in navigating a webpage and locating information.
- Project Page: https://pageguide.github.io/
- Paper: PageGuide: Browser extension to assist users in navigating a webpage and locating information
- Code: https://github.com/tin-xai/pageguide
Dataset Subsets
The PageGuide project releases several datasets for evaluation and research:
1. pageguide_userstudy
Raw interaction logs from the user study — completion times, chat transcripts, correctness labels, paired statistical results, and post-study survey responses.
2. pageguide_find_data
Task stimuli for the Find condition — 10 real webpages (NASA, Wikipedia, Cleveland Clinic, WWF, Britannica, JMLR) each annotated with up to 2 factual questions, ground-truth answers, and supporting evidence spans.
3. pageguide_guide_data
Task stimuli for the Guide condition — 7 procedural tasks across 6 platforms (Google Sheets, Google Docs, Google Slides, Coda, TradingView, Scratch), labelled Easy or Medium difficulty.
4. pageguide_hide_data
Task stimuli for the Hide condition — 37 annotated webpage snapshots (Amazon, Netflix, TechCrunch, Allrecipes, Spotify, Yelp, and more) with (user_goal, hide_query, difficulty, hidden_elements) annotations and ground-truth CSS selectors.
Sample Usage
You can load these datasets using the Hugging Face datasets library as shown below:
User Study Logs
from datasets import load_dataset
tasks = load_dataset("ttn0011/pageguide_userstudy", data_files="tasks.csv", split="train").to_pandas()
paired = load_dataset("ttn0011/pageguide_userstudy", data_files="paired_times.csv", split="train").to_pandas()
Find Task Data
from datasets import load_dataset
find_tasks = load_dataset("ttn0011/pageguide_find_data", split="train").to_pandas()
Guide Task Data
from datasets import load_dataset
guide_tasks = load_dataset("ttn0011/pageguide_guide_data", split="train").to_pandas()
Hide Task Data
from datasets import load_dataset
hide_tasks = load_dataset("ttn0011/pageguide_hide_data", split="train").to_pandas()
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