Mind2Web: Towards a Generalist Agent for the Web
Paper • 2306.06070 • Published • 21
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},
"is_target": {
"false": 1,
"true": 0
}
} | {
"action": "uniform_over_positive_elements",
"is_target": "deterministic_truth"
} | {
"action": "e1",
"is_target": false
} | {
"annotation_id": "bd2b5866-dced-4ec1-8b3e-8a8a24e71a96",
"positive_ids": [
"e1"
],
"target_action_reprs": "[span] English Language -> CLICK"
} |
a9210afa-f255-4b10-9dc0-401b91e86fb4 | openjev-record-v1 | train | bookdepository | {
"state": "{\"elements\": [{\"id\": \"e1\", \"text\": \"li\"}, {\"id\": \"e2\", \"text\": \"a\"}, {\"id\": \"e3\", \"text\": \"span\"}, {\"id\": \"e4\", \"text\": \"div\"}, {\"id\": \"e5\", \"text\": \"span\"}, {\"id\": \"e6\", \"text\": \"span\"}, {\"id\": \"e7\", \"text\": \"a\"}, {\"id\": \"e8\", \"text\": \"div\... | {
"action": {
"e1": 0,
"e2": 0,
"e3": 0,
"e4": 0,
"e5": 0,
"e6": 0,
"e7": 1,
"e8": 0,
"e9": 0,
"e10": 0,
"e11": 0,
"e12": 0
},
"is_target": {
"false": 1,
"true": 0
}
} | {
"action": "uniform_over_positive_elements",
"is_target": "deterministic_truth"
} | {
"action": "e7",
"is_target": false
} | {
"annotation_id": "bd2b5866-dced-4ec1-8b3e-8a8a24e71a96",
"positive_ids": [
"e7"
],
"target_action_reprs": "[link] English Language: Reading & Writing Skills -> CLICK"
} |
End of preview. Expand in Data Studio
JevForge Mind2Web Gold Decisions
Private research snapshot of gold candidate-decision records used by JevForge.
What is included
Each JSONL record contains a page state, a choice question over candidate
elements, a noul question about one candidate, complete gold target
distributions, a website group, and source annotation metadata.
| Split | Records | Websites |
|---|---|---|
| train | 4,642 | 49 |
| dev | 786 | 6 |
| calibration | 400 | 6 |
| test | 800 | 8 |
| ood | 386 | 4 |
The 7,014 record IDs and website groups are disjoint across splits. The
records/all.jsonl file contains the same records combined for conversion or
augmentation workflows.
Important split semantics
All records are derived from the public train split of
LangAGI-Lab/Mind2Web-axtree-cleaned-lite. JevForge deterministically assigns
websites to its own internal splits.
Therefore:
testis a JevForge held-out-site split, not an official Mind2Web test set;oodis a second held-out-site challenge split, not the official Mind2Web test-domain benchmark;- no restricted, separately downloaded Mind2Web test archive is included.
Gold-only scope
This repository contains the direct gold conversion only:
- positive Mind2Web candidates share the action target probability mass;
- sampled negative candidates receive zero action target mass;
- the
noultarget is derived deterministically from candidate membership; - no generated score labels, raw generation replies, or model-service credentials are included.
Reproduce the conversion
Source dataset revision:
LangAGI-Lab/Mind2Web-axtree-cleaned-lite
080a4b67d0746270166a57f2a4096a6b4129523c
Converter defaults:
seed=17
max_candidates=12
state_chars=2600
desc_chars=88
caps=6000,800,400,800,800
split unit=website
See conversion_manifest.json, SOURCE.json, and checksums.sha256 for the
snapshot metadata.
License and attribution
Mind2Web is licensed under CC BY 4.0. This transformed snapshot retains that license and must be used with attribution to the original Mind2Web authors. The JevForge conversion code is separately licensed under MIT.
Please cite the original Mind2Web work:
@misc{deng2023mind2web,
title={Mind2Web: Towards a Generalist Agent for the Web},
author={Xiang Deng and Yu Gu and Boyuan Zheng and Shijie Chen and Samuel Stevens and Huan Sun and Yu Su},
year={2023},
eprint={2306.06070},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
The upstream project asks users not to redistribute its separately downloaded official test archive. This dataset does not contain that archive.
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