ver Mar17th

updated README with information of sub-tasks and citation guideline

README.md

@@ -73,3 +73,68 @@ is provided to load the rewritten instructions (`merged_doccano.json`) and
 public patterns (`pattern-*.txt`). The annotations are collected via
 [doccano](https://doccano.github.io/doccano/). The patterns are parsed by
 [`sentence_pattern.py`](instruction_rewriting/sentence_pattern.py).
+
+### Details of Sub-Tasks
+
+WikiHow taks are crafted from 16 types of sub-tasks:
+
+* `home2search`, instructing to search for an article from the home page.
+* `search2article`, `author2article`, & `category2article`, instructing to
+  access an article from search result page, author information page, and
+  category content page, respectively.
+* `article2about`, instructing to access the about page from article page.
+* `article2author`, instructing to access author information page from article
+  page.
+* `article2category`, instructing to access category content page from article
+  page.
+* `article2reference`, instructing to check reference list on article page.
+* `article2rate_no`, instructing to rate no for article
+* `article2rate_yes`, instructing to rate yes for article
+* `article2share`, instructing to share article
+* `article2bookmark`, instructing to bookmark article and then check the
+  bookmarks.
+* `article2steps`, crafted from `stepped_summary` questions in
+  [wikihow-lists](https://huggingface.co/datasets/b-mc2/wikihow_lists)
+* `article2ingredientes`, crafted from `ingredients` questions in
+  [wikihow-lists](https://huggingface.co/datasets/b-mc2/wikihow_lists)
+* `article2needed_items`, crafted from `needed_items` questions in
+  [wikihow-lists](https://huggingface.co/datasets/b-mc2/wikihow_lists)
+* `article2summary`, crafted from
+  [WikiHowNFQA](https://huggingface.co/datasets/Lurunchik/WikiHowNFQA) tasks
+
+A template is composed for each sub-task, containing a group of filling slots
+expecting some keywords like article title, author name, question, and
+groundtruth answer. Then these keywords are sampled from the crawled app data
+or from the two QA datasets to instantiate the templates. Subsequently, the
+instantiated templates are concatenated into multi-stage task definitions under
+the constraint that the target page/element/answer (the part after `2`, *e.g.*,
+`share` from `article2share`) is directly on/referenced by the current page
+(the part before `2`, *e.g.*, `article` from `article2share`). Finally, we
+obtained the task set of 150 multistage tasks in which there are 2.68
+single-stage sub-tasks averagely.
+
+### About
+
+This task set is developed and maintained by [SJTU
+X-Lance](https://x-lance.sjtu.edu.cn/en). The corresponding paper is available
+at <https://arxiv.org/abs/2305.08144>.
+
+If you find WikiHow task set useful in your research, you can cite the project
+using the following BibTeX:
+
+```bibtex
+@article{DanyangZhang2023_MobileEnv_WikiHow,
+  title     = {{Mobile-Env}: An Evaluation Platform and Benchmark for LLM-GUI Interaction},
+  author    = {Danyang Zhang and
+               Lu Chen and
+               Zihan Zhao and
+               Ruisheng Cao and
+               Kai Yu},
+  journal   = {CoRR},
+  volume    = {abs/2305.08144},
+  year      = {2023},
+  url       = {https://arxiv.org/abs/2305.08144},
+  eprinttype = {arXiv},
+  eprint    = {2305.08144},
+}
+```