Dataset research report
Glue research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for GLUE Dataset Summary GLUE, the General Language Understanding Evaluation benchmark (https://gluebenchmark.com/) is a collection of resources for training, evaluating, and analyzing natural language understanding systems. Supported Tasks and Leaderboards The leaderboard for the GLUE benchmark can be found at this address. It comprises the following tasks: ax A manually-curated evaluation dataset for fine-grained analysis of system… See the full description on the dataset page: https://huggingface.co/datasets/nyu-mll/glue.
Research Context
Glue: 500 rows by 4 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | sentence1text | sentence2text | labelinteger | idxinteger |
|---|---|---|---|---|
| 1 | Amrozi accused his brother , whom he called " the witness " , of deliberately distorting his evidence . | Referring to him as only " the witness " , Amrozi accused his brother of deliberately distorting his evidence . | 1 | 0 |
| 2 | Yucaipa owned Dominick 's before selling the chain to Safeway in 1998 for $ 2.5 billion . | Yucaipa bought Dominick 's in 1995 for $ 693 million and sold it to Safeway for $ 1.8 billion in 1998 . | 0 | 1 |
| 3 | They had published an advertisement on the Internet on June 10 , offering the cargo for sale , he added . | On June 10 , the ship 's owners had published an advertisement on the Internet , offering the explosives for sale . | 1 | 2 |
| 4 | Around 0335 GMT , Tab shares were up 19 cents , or 4.4 % , at A $ 4.56 , having earlier set a record high of A $ 4.57 . | Tab shares jumped 20 cents , or 4.6 % , to set a record closing high at A $ 4.57 . | 0 | 3 |
| 5 | The stock rose $ 2.11 , or about 11 percent , to close Friday at $ 21.51 on the New York Stock Exchange . | PG & E Corp. shares jumped $ 1.63 or 8 percent to $ 21.03 on the New York Stock Exchange on Friday . | 1 | 4 |
| 6 | Revenue in the first quarter of the year dropped 15 percent from the same period a year earlier . | With the scandal hanging over Stewart 's company , revenue the first quarter of the year dropped 15 percent from the same period a year ear… | 1 | 5 |
Data Dictionary
- sentence1 text
- sentence2 text
- label numeric
- idx numeric
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.